Neural network prediction matlab code jobs

I need an experienced professional to connect my Unicorn 5.31 to an Akta machine and ensure it's functioning properly. Additionally, Fermworks needs to be activated and integrated to work with Labview to run a bioreactor. Key responsibilities: - Connect Unicorn 5.31 to Akta machine - Verify that the connection is functioning correctly - Ensure the automation process is smooth and operational - Provide any necessary troubleshooting or support post-implementation -Ensure Fermworks and Labview are activated properly and the connection is functioning correctly with the bioreactor. -No additional purchases of software. - Familiarity with VMware as a couple programs are located on these virtual machines. Ideal proposals should include: - Experience in connecting different machines - Pr...

...Node.js developer to implement specific changes to my existing color prediction game. Key Requirements: - Modify the game logic: Primarily, I want to change the scoring system. This will require a deep understanding of how the game currently operates and how to adjust it effectively. The new scoring system should enhance user engagement and retention. - Connect APIs from other websites: I need to integrate external services into the game, which will require knowledge of API integration processes. This integration should be seamless and reliable, and will play a crucial role in the game's overall functionality. - Implement JWT token for user authentication - Basic error fixing: There are some minor issues in the existing code that need to be addressed. An attention ...

...a I have started however struggling to finalize the code; Preliminary Data Exploration: Explore the data, and provide some basic summary statistics and two or three visualizations. Describe/show something interesting and/or surprising about the data. This exploration should not be exhaustive, just a highlight of a few interesting things about your data set. If you need to reduce the size of your data to fit now is the time to do that. Data Exploration: shall include a bulleted or numbered list of proposed specific data explorations you intend to carry out (include visualization). These insights are things that can be determined by examining the data through statistical analysis or other means. Predictions: shall include a prediction component (supervised learning) - i...

I'm looking for a skilled Visual Basic 6 programmer to adjust functionality within my VB6 source code. The task primarily involves expanding reporting functions to include more tables. Ideal applicants should have: - Extensive experience in VB6 programming. - Previous work involving functionality adjustments, particularly in Reporting and Data Management. - A keen eye for detail to maintain existing code integrity while implementing changes. - Strong understanding of data management and manipulation in VB6. Your role will be solely focused on altering the existing VB6 code and ensuring the changes don't disrupt the software's operational flow. Familiarity with VB6 and past projects involving Reporting changes are crucial.

I need a developer to create a bot that provides real-time horse racing predictions to users on Discord. This bot will be integrated into my Discord server, and I intend for it to acquire race prediction data through an in-house data collection process. Key Objectives: - Develop a dedicated bot that acquires data from a proprietary data source - Provide real-time predictions for upcoming horse races - Implement a method to deliver these predictions through this bot on Discord Ideal Skills: - Proficiency in Discord bot development - Experience with data collection and analysis - Knowledge of horse racing and predictive modeling The freelancer should ensure that the bot is capable of handling real-time data updates, and that its predictions are consistently accurate. A clean, user-...

...instructions for configuring the WebSocket server URL, notification settings, and any other necessary configurations. - Error Handling: - Implement robust error handling and provide informative error messages. - Ensure the plugin handles network interruptions gracefully and attempts to reconnect as needed. - Security: - Ensure secure communication between the app and the WebSocket server. - Implement necessary security measures to protect the data being transmitted. Deliverables: 1. Fully functional PhoneGap/Cordova plugin for Android and iOS. 2. Source code with clear and concise comments. 3. Documentation on installation, configuration, and usage. 4. Example project demonstrating the plugin in action. 5. Support for initial setup and troubleshooting if neede...

I'm looking for someone with demonstrable clago experience ( Must share previous work samples and also show me live evidence on a video call to be considered eligible) to code my indicator-based simple bot within 5 days. Anyone who quotes above budget will be disqualified immediately. Feel free to suggest if any of my requirements are difficult for your skill level and I can consider them. Those who don't reply to msgs for more than 15 minutes will not be eligible as they are not reliable to work with.

I'm seeking a skilled data scientist to create a Machine Learning Automated Valuation Model (AVM) to predict residential real-estate prices in Butte County, CA. The key features I expect in this model include: - Accurate prediction of residential real-estate prices - Analysis of historical data to inform future predictions - Provision of precise estimates for the identified properties - Use AI (GPT-Vision, Claude Opus, etc...) to analyze listing images and derive more feature data about the listing for the model The ideal candidate will have access to and expertise in utilizing the following data sources for training the model: - Public real estate data - MLS listings - Home sale records - Census data Development should primarily be done in R, and the open sou...

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I'm in need of an expert in developing Discord bots, particularly one with experience in horse racing prediction functionality. Key Requirements: - **Betting Functionality:** The bot must allow users to place bets on horse races. - **Real-Time Race Updates:** Users should receive live updates on horse racing events. - **Customizable Predictions:** I'd like the bot to provide predictions that can be customized in certain aspects. The bot will need to gather data from reputable horse racing sources such as Racing Post, Daily Racing Form, and Equibase. This is crucial in ensuring the accuracy and reliability of the predictions. **Programming Language:** Python is the preferred language for this project. Your experience with Discord bot development and utilizing horse racin...

...clothes to ensure they reach their destination in optimal condition. - In-Depth Knowledge Of GCC Customs Regulations: You should be familiar with the customs regulations of Saudi Arabia, United Arab Emirates, Bahrain, Oman, Qatar, and Kuwait to ensure the smooth passage of the shipments. Ideal Candidate: - Proven experience in logistics and shipping, particularly with air freight. - A strong network in the logistics industry to secure competitive air-shipping rates. - Prior experience in handling electronics and clothes, with a clear understanding of the fragility of such goods. - Familiarity with customs regulations in the GCC countries listed above. - Excellent communication skills to keep me updated on the progress of the shipments. Best regards,...

...client's DDoS protection mechanisms, incident response processes and overall security posture. Budget: ~$7000 Location: Riyadh (Onsite) 60 Days Responsibilities: - Review and assess the configuration and setup of DDoS protection systems, including network and application layer defense mechanisms - Evaluate the effectiveness of existing cybersecurity incident management processes, procedures, and playbooks - Assess DDoS detective and preventive controls from a technology infrastructure and security perspective - Audit the configuration and setup of network appliances (routers, switches, firewalls) for security best practices - Review and optimize the SIEM (Security Information and Event Management) solution's use cases for quality, coverage, and effectiveness - ...

I'm seeking an expert in dynamic routing of capsules networks with a focus on accuracy. This project involves: - Enhancing the dynamic routing algorithm to achieve higher accuracy in image data analysis, primarily for healthcare applications. - Applying the improved algorithm to four distinct datasets for thorough evaluation. Key skills and experience for this project include: - Proven expertise in dynamic routing of capsules networks. - Strong background in medical image analysis. - Familiarity with the healthcare domain and the unique challenges it presents. The goal is to push the boundaries of current dynamic routing techniques to deliver a more precise and reliable method for medical imaging. A successful project will not only result in improved accuracy but will also estab...

Hi Network DigiTech Solution, I noticed your profile and would like to offer you my project. We can discuss any details over chat.

I am seeking a highly skilled developer with expertise in AI neural networks, particularly in Python, for a challenging project. Key Tasks: - Develop a sophisticated AI neural network - Create an intelligent program using open-source AI - Analyze tennis data for the program The primary goal of the program is to enhance player performance analysis through the use of AI. Ideal candidate: - Proficient in Python - Experienced in developing AI neural networks - Skilled in analyzing and interpreting data - Knowledgeable about tennis and sports analytics would be a plus

Design of Digital filter algorithm/ code in C for ARM processor for processing real time raw sensor to removal of noise & unwanted signal Algorithm / code for Digital Filter low bandwidth Real time Sensor Signals 1. Analogue Raw data acquisition in real time at 1000 samples per second in 24 bit precision 2. Raw data signal bandwidth /frequencies restricted to less then 1000 hz by hardware RC anti aliasing filter to avoid aliasing 3. Following Digital in sequence to be applied to raw signal . a. low pass filter 0-170 hzs ( to remove high frequency random / white noise b. High pass filter 1 hz to 400 hz (to remove low frequency dur DC signal coupling ) c. Very steep(narrow band) notch filter at 50 hz / 60 hz to remove power line interference a & b can be com...

Looking for an expert in MATLAB to assist in developing algorithms for DOA estimation using the ESPRIT, Capon, and MUSIC algorithms. While I am not certain if data collection has already been completed, there is a specific dataset on hand for testing purposes. Key responsibilities will include: - Developing ESPRIT, Capon, and MUSIC algorithms in MATLAB - Possibly helping in DOA estimation data collection - Running these algorithms on a provided dataset An ideal candidate for this project would have: - Extensive experience in algorithms development using MATLAB - Understanding of DOA estimation and significant proficiency in ESPRIT, Capon, and MUSIC algorithms - Experience in managing and preparing datasets for testing. Please ensure you speak to your experience...

I'm looking for an experienced professional capable of creating a stamp for commercial plans. This stamp will serve to verify compliance with building codes. Key requirements: - The stamp should reflect conformity with building codes. - Its primary application will be on commercial properties. Ideal candidate: Having a strong background in architectural drafting or similar fields would be a significant plus. Knowledge of commercial building regulations and codes is a must, as you need to understand the context where the stamp will be used.

...cryptocurrency based on the Bitcoin blockchain platform. The ideal candidate should have a strong understanding of blockchain technology and the ability to develop a secure, scalable, and fast transaction processing system. Key features and functionalities: - Secure transactions: The new cryptocurrency should prioritize and ensure secure transactions to protect the interests of users. - Scalability: The network should be designed to handle a growing number of transactions without compromising its performance. - Fast Transaction Processing: To enhance user experience, the new cryptocurrency should be capable of processing transactions quickly and efficiently. Kindly note that I have no specific design or branding requirements for the new cryptocurrency, but you're welcome t...

...the data to ensure it is clean, consistent, and free of errors. Data Annotation: Label the data appropriately for training machine learning models. 3. Model Development Feature Engineering: Identify and create relevant features from the raw data that will be used to train the machine learning models. Algorithm Selection: Choose appropriate machine learning algorithms (e.g., decision trees, neural networks) for the task. Model Training: Train the models using the prepared dataset, ensuring they learn to accurately diagnose hormone imbalances. Model Tuning: Fine-tune the models to improve their performance, adjusting parameters and using techniques like cross-validation. 4. Integration with Medical Data and Devices EHR Integration: Develop mechanisms to integrate with e...

...datasets I possess. The main objective of the system is to predict the next location that a user may visit. The datasets available for this project contain timestamps. Key Responsibilities: - Develop Python code for a location recommendation system - Utilize the provided datasets to predict user's next location - Ensure the system is efficient and accurate in its recommendations Ideal Skills and Experience: - Strong proficiency in Python programming - Experience in developing recommendation systems - Understanding of working with timestamp data - Ability to analyze and leverage data for prediction - Familiarity with location-based services or recommendation algorithms would be a plus The successful completion of this project should result in a Python-based system t...

I'm seeking a network engineer with expertise in using Cisco Packet Tracer for a small-scale ISP network project. - Tasks: The main responsibilities of the project will involve configuring and setting up the entire network structure including routers, switches, and other necessary network components. Additionally, I will require assistance in ensuring the network is secure and troubleshooting any issues that may arise during the process. - Goal: The main aim of this project is to successfully build and simulate a small-scale ISP network using Cisco Packet Tracer. - Experience: The ideal candidate for this project should possess: - Proficiency in using Cisco Packet Tracer for network design and simulation. - Strong understanding of ...

I’m looking for Telugu speaking video editor since the project is about editing promotional podcast video for upcoming social network app … i want editor to use motion graphics and app UI screen while the speaker saying his line accordingly Il will be providing podcast video footage and app UI screen videos as well I'm in need of a talented video editor to work on my podcast episodes. The primary task will be to incorporate graphics and text overlays into the video content. Key Responsibilities: - Video Editing: You will be responsible for editing the video content of each episode. - Graphic and Text Overlays: Incorporating graphics and text overlays into the video to enhance the visual appeal and convey information more effectively. Ideal Skills and Experience...

I'm in searc...preferably a PhD, who can serve as a mentor for various aspects of neural network design, such as: - Designing neural networks - Explaining and ensuring a deep understanding of deep learning concepts - Training and fine-tuning of models for optimal performance The ideal candidate should possess: - A PhD in the field of deep learning - Previous experience in designing neural networks - Strong communication skills to effectively explain complex concepts in a clear manner You would be expected to help me navigate the intricacies of neural network design, understand the nuances of deep learning concepts, and assist in optimizing models for best performance. Your expertise in Convolutional Neural Networks (CNN) and Recurren...

I am in need of a skilled professional who can develop a Rhino Grasshopper script for a pipe network. This script. Check attachment for specs. Ideal skills and experience for this project include: - Proficiency in Rhino and Grasshopper - Strong background in architecture and structural engineering - Experience in developing similar scripts. Please note that the specifics of the script are outlined in the document that will be provided upon engagement. I am looking for a professional who can deliver high quality work within the specified requirements.

Purchase Code Moderno – Fashion & Furniture Store WooCommerce Theme

I am seeking a freelancer to contribute to a project I am designing for medical image classification, leveraging a Convolutional Neural Network (CNN) for optimum results. Key responsibilities will include: - Developing and implementing CNN architecture - Deploying deep learning models for image classification tasks - Ensuring robust medical image classification with accurate results As this project requires specialized skills, the ideal freelancer will have the following experience: - Proficient knowledge in leading AI and machine learning programming languages, especially Python - Experience with CNNs and a solid understanding of deep learning methodologies - Demonstrable expertise in the classification of medical images If you have extensive experience in these areas ...

I'm seeking a network engineer with expertise in using Cisco Packet Tracer for a small-scale ISP network project. - Tasks: The main responsibilities of the project will involve configuring and setting up the entire network structure including routers, switches, and other necessary network components. Additionally, I will require assistance in ensuring the network is secure and troubleshooting any issues that may arise during the process. - Goal: The main aim of this project is to successfully build and simulate a small-scale ISP network using Cisco Packet Tracer. - Experience: The ideal candidate for this project should possess: - Proficiency in using Cisco Packet Tracer for network design and simulation. - Strong understanding ...

I'm an upcoming contemporary folk/jazz artist seeking an experienced artist manager to help boost my career. I expect the ideal candidate to take charge of: - Booking Events: Arrange performan...seeking an experienced artist manager to help boost my career. I expect the ideal candidate to take charge of: - Booking Events: Arrange performances in strategic locations to expand my fan base and enhance my brand. - Promotion and Marketing: Manage my brand identity and liaise with media houses, music platforms and social media for targeted promotions. Expertise in folk/jazz music, a robust network within the industry, and proven success managing contemporary artists will be highly beneficial. Exceptional communication and negotiation skills are a must to ensure best opportunities ...

I have a small LinkedIn network of less than 1100 connections and 1500 followers. I'm looking for someone who can help me consolidate their details into a neat spreadsheet with their emails. Key Requirements: - Extracting email addresses: You'll need to be able to extract the email addresses of my connections and followers. - Data presentation: Organize the data in a clear, logical manner which makes the spreadsheet easy to navigate. - Timeliness: I'm aiming for a quick turnaround on this project, ideally within 24-48 hours. Since I have explicit permission from my contacts to collect their emails, this project is ethical and should proceed smoothly. I'm looking forward to seeing how you can help me in this task.

I'm seeking a proficient developer to build a comprehensive social networking application that caters to users on iOS, Android, and a Web-based platform. The developer must proficiently embed fe...to build a comprehensive social networking application that caters to users on iOS, Android, and a Web-based platform. The developer must proficiently embed features such as: - User Profiles - Direct Messaging - News Feed Ideal expertise for this project includes proficiency in iOS, Android, and Web-based application development, with careful attention to UI/UX design, data management, and network security. As this is a social networking app, strong experience in creating interactive and user-friendly interfaces is crucial. Previous work on a similar application would be a signifi...

I'm in need of seasoned professionals in the film and television industry to help bring my script to life. I have a powerful drama/action script that I believe has significant potential. You'll be responsible for: - Working with me closely to un...in the film and television industry to help bring my script to life. I have a powerful drama/action script that I believe has significant potential. You'll be responsible for: - Working with me closely to understand the vision and nuances of the script - Planning, coordinating, and overseeing the film and/or TV production - Ensuring the project stays on budget and on time - Using your industry network to secure distribution opportunities If you have the skills and experience necessary to bring a powerful script to life, I...

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...types of images, including scanned documents, natural images, and synthetic images. Key Requirements: - I'm looking for a 'moderate' level of accuracy in the table detection (80% - 95%) across various image types. - Please incorporate Convolutional Neural Networks (CNN), along with Support Vector Machines (SVM) and Random Forests in the model. Ideal Skills and Experience: - Proven experience in developing and implementing machine learning models, particularly in image processing and object detection. - Proficiency in working with Convolutional Neural Networks (CNN), Support Vector Machines (SVM) and Random Forests. - Strong ability to tune accuracy in the 80% - 95% range. - Familiarity with working on diverse image types, including scanned documents, natu...

I need a versatile programmer who can work with Python, C or any other programming language to develop a system for identifying Distributed Denial of Service (DDoS) attacks with the help of machine learning algorithms. Skills and Experience: - Extensive ...for identifying Distributed Denial of Service (DDoS) attacks with the help of machine learning algorithms. Skills and Experience: - Extensive experience in Python, C, or similar programming languages - Knowledge of Machine Learning algorithms - Experience in network security would be beneficial - Proven track record in detecting cyber threats in a small network environment. Your success will be judged by your ability to create a reliable, data-driven system capable of efficiently detecting DDoS attacks in a sma...

I am seeking an experienced freelancer to code for an Industrial Automation System specifically focusing on manufacturing process control. Key Tasks: - Develop efficient code for my Industrial Automation System. - The code should aim at automating the manufacturing process control. - Testing the code for effectiveness and making necessary improvements. Skills and Experience: - Strong experience with IoT devices, especially industrial automation systems. - Exceptional coding skills, particularly in an industrial background. - Experience in manufacturing process control. - Ability to work quickly and effectively, as the project is needed ASAP. Experienced with Microsoft Azure Timeframe: The project should be completed as soon as possible. Applicants should ...

...Embedded development, File transfer, Network communication would be an added bonus. Key objectives are as follows: - Establish Websocket connection to public domain - With Wiznet W5500 and STM32 microcontroller. The ideal candidate should have: - Proficiency in Wiznet development - Proficiency in STM32 development - Extensive experience with Ethernet connectivity - Understanding of data transfer speeds and protocols. - STM32 and W5500 modules at hand Your job will be to write an optimal code, preferably in STM32CUBEIDE or Keil MDK Arm. The Wiznet W5500 is connected to STM32 via SPI, it should connect to ethernet router with DHCP mode and afterwards establish and maintain a websocket connection to public domain, sending and receiving data. The code should b...

I'm seeking an experienced developer to create a custom Visual Studio Code extension tailored to my specific requirements. Key Features: - The extension should allow me to define my own set of rules - Specifically, I require the ability to create code formatting rules and code highlighting rules Rule Application: - The code formatting rules must be applicable both automatically upon file save and manually upon command execution. Ideal Skills: - Expertise in creating Visual Studio Code extensions - Proficiency in JavaScript and TypeScript - Prior experience with code formatting and syntax highlighting - Understanding of code linting and analysis - Strong communication skills to understand and implement my unique set of rules. Ple...

I'm completely new to crypto mining but I have a strong interest in it. My main goal is to generate passive income through this method, but I'm also eager to learn more about the technology and support the network. I'm looking for a consultant who can guide me through the following aspects of crypto mining: • Mining hardware selection: I need assistance with understanding what kind of hardware is necessary for efficient mining. • Mining software setup and configuration: I require help setting up and configuring the mining software on my hardware. • Mining profitability analysis: I would like a detailed breakdown of the potential profitability of my mining operation, including the costs and potential returns. Ideal skills and experience for this job w...

I'm looking for a skilled Solana Blockchain Developer to assist me with developing a dApp and smart contract. The project involves c...an NFT marketplace and integrating DeFi protocols. The scope of the project also includes integrating the Fork pump.fun. Your key deliverables will be: - Developing smart contracts for the NFT marketplace and DeFi protocols. - Creating the dApp, including UI/UX design and programming. - Integrating Fork as part of the Solana network. You will need to have a solid understanding of Rust and JavaScript/TypeScript, as well as experience in Solana network integration and dApp development. Previous work with NFT marketplaces and DeFi protocols is highly desirable. Please include examples of similar projects you've worked on in the pas...

As a user, my primary aim is to sharpen my professional skills and widen my network, and I envision this project as a comprehensive platform for both. On the learning platform side, I'm looking for: - A range of online courses, covering a variety of topics and skill levels. - A library of tutorials and guides, possibly with a strong focus on career advancement and personal development. - A collection of diverse educational resources that can aid in both personal and professional growth. On the networking platform side, I'm keen on: - A feature-rich profile creation system allowing for detailed customization and personalization. - A robust messaging platform enabling seamless communication with other users. - An event listing system that can help foster networking opportu...

I'm in need of a professional who can help me clean up my LinkedIn account by removing 3000 connections that are no longer relevant to my current network. Key requirements: - The task is urgent and should be completed within two weeks. - I'll provide a specific list of connections to remove, so keen attention to detail is crucial. Ideal skills for this job include: - Proficiency in LinkedIn's interface and connection management. - Strong organizational skills and attention to detail - Prior experience in LinkedIn network management This task is critical to enhancing the quality of my LinkedIn networking, so I'm looking for someone who can handle it efficiently and effectively.

As a user, my primary aim is to sharpen my professional skills and widen my network, and I envision this project as a comprehensive platform for both. On the learning platform side, I'm looking for: - A range of online courses, covering a variety of topics and skill levels. - A library of tutorials and guides, possibly with a strong focus on career advancement and personal development. - A collection of diverse educational resources that can aid in both personal and professional growth. On the networking platform side, I'm keen on: - A feature-rich profile creation system allowing for detailed customization and personalization. - A robust messaging platform enabling seamless communication with other users. - An event listing system that can help foster networking opportu...

...images and software versions • planning and executing updates on infrastructure components (kubernetes, ceph, VMs, ...) and provided PaaS containers Platform Security and Scaling You ensure the platform's availability, respond to outages, and scale clusters and storage solutions. Your Profile: Experience in System Administration You are proficient with Linux shell and GNU tools and understand network protocols and data routing. • knowing your way around a terminal Linux shell and GNU tools • being able to interpret system logs, reason about error conditions and mitigating/solving them on your own • knowing how networks work and communication/data routing • being able to work with IaC definitions (e.g., Terraform, Ansible, Kubernetes Manifests) ...

The work will be done based on using segmentation and graph cut network

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...capable of receiving events from a blockchain network, processing them, and storing them in a scalable database system. Scalability Plan: Task: Outline a plan to ensure the system's scalability from day one. Address potential bottlenecks and describe how the system will handle high loads. Deliverables: A written scalability strategy document, highlighting key technologies and methodologies used. Deployment Strategy: Task: Describe the deployment process for this system, considering continuous integration and continuous deployment (CI/CD) practices. Deliverables: A deployment flowchart and a list of CI/CD tools to be used. Evaluation Criteria: Completeness and feasibility of the system architecture. Quality and scalability of the backend code. Depth of understandi...

I'm looking to create a stock market prediction tool that could help me identify profitable investment opportunities. The primary data source for this project would be historical stock prices. I'm looking for a freelancer who could implement this in Python. Requirements: - Develop an algorithm to predict profitable investments based on historical stock prices - Ensure the tool is easy to use, with clear and concise output - Implement a user-friendly interface and visualizations for the predictions - Provide documentation on how the tool works, and how it should be used Ideal Skills: - Strong background in stock market analysis and investment - Proficiency in Python, with experience in data analysis and prediction - Previous experience in creating similar tools wi...

I need an experienced developer to fix current issues with my ansible code. Facing two primary challenges: 1. Connectivity issues: My ansible code fails to establish a steady connection during its runtime. 2. CMDB Retrieval Issue: There's a problem retrieving data from the Configuration Management Database (CMDB). The data is being accessed directly from the CMDB rather than through any API. Ideal Skills - In-depth understanding of ansible code - Experience with CMDB - Knowledge in data retrieval procedures Please note there are no specific authentication or permissions involved. All the data access is being done using direct file access. Your task would be to streamline this process and solve the prevailing issues.

I am looking for a professional who can help me sell computer motherboards and other related equipment to IT departments in various businesses. The ideal candidate should have: - Prior experience in B2B sales, particularly in the tech industry - A network or the ability to establish contacts with IT departments - Familiarity with the industrial electronics market, including both new and used equipment - Good communication and negotiation skills - A proactive and results-driven approach to generating leads and closing deals Your primary responsibilities will include: - Identifying potential clients in the IT departments of businesses - Pitching our range of computer components, particularly motherboards - Negotiating deals and ultimately closing sales - Maintaining strong client re...