Hello! My name is Artemii Velikanov. I have recently completed a major LLM project, further expanding my expertise in machine learning, text generation, and deep learning. I am currently seeking new challenges and offers. I am open to relocation and international opportunities. My key areas of specialization are LLMs (knowledge retrieval, chatbots) and software development (Python, C#, Java). I would appreciate your consideration of my candidacy for this or other positions at your company.

Artemii Velikanov

Hello! My name is Artemii Velikanov. I have recently completed a major LLM project, further expanding my expertise in machine learning, text generation, and deep learning. I am currently seeking new challenges and offers. I am open to relocation and international opportunities. My key areas of specialization are LLMs (knowledge retrieval, chatbots) and software development (Python, C#, Java). I would appreciate your consideration of my candidacy for this or other positions at your company.

Available to hire

Hello! My name is Artemii Velikanov. I have recently completed a major LLM project, further expanding my expertise in machine learning, text generation, and deep learning. I am currently seeking new challenges and offers. I am open to relocation and international opportunities. My key areas of specialization are LLMs (knowledge retrieval, chatbots) and software development (Python, C#, Java). I would appreciate your consideration of my candidacy for this or other positions at your company.

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Experience Level

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Work Experience

Middle ML Developer at Ellexi
November 1, 2021 - Present
Research, design, and development of the “Lexora” knowledge assistant platform for querying company knowledge bases using multiple LLMs (GPT-4, Mistral-7B, Llama 3-13B). Built a RAG pipeline (Python, Jinja2, FAISS), improving faithfulness by +23% and achieving authorization latency under 5ms. Developed “CheckCount” for counting persons moving in cars via an automated checkpoint on the Singapore–Malaysia border, testing object detection architectures and reaching <500ms counting speed using Python, TensorFlow, Azure, and YOLO. Built “Guardian” for anomaly detection in CCTV feeds with multiple neural network architectures (Python, PyTorch, Azure, OpenCV) and implemented a subsystem for anomaly detection in text logs capable of processing 1GB/s with ~3% error rate using TensorFlow, AWS, and Python. Delivered multiple commercially successful systems supporting many client companies and high daily request volumes.
Middle Software Developer at VASTreaming
August 1, 2020 - November 1, 2021
Designed, developed, and tested a ShaderMorph video encoding/decoding solution, utilizing Android, GLSL, and OpenGL ES. Created and optimized VASTreaming libraries (RTB, SRPT, MP4, HLS), implementing large-scale streaming functionality using .NET, Xamarin, and Android tooling. Designed and developed a TURN server for WebRTC implementation (C#, Google WebRTC library, Debian), contributing to a commercially successful cross-platform video streaming library used by multiple clients.
Software Developer at Inchol Solutions
June 1, 2019 - November 1, 2020
Built scripting and orchestration tooling for managing more than 120 Linux servers used for cryptocurrency staking and automation (AWS, Docker Swarm, Bash, Python). Developed a full-stack video streaming website using Angular, C#, and SQL for live video processing, including a substantial backend codebase and database integration.

Education

Computer Science | Artificial Intelligence at Korea Advanced Institute of Science and Technology
January 1, 2020 - July 23, 2026

Qualifications

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Industry Experience

Software & Internet, Computers & Electronics, Professional Services