
Amir User
@amiruser10
AI and language models student building Whisper transcription pipelines and CS2 analytics; seeking remote annotation, LLM evaluation, or NLP/ML work.
What I'm looking for
At Orenburg State University, I’m studying Intelligent Systems in Humanities, with a focus on AI and Language Models. I built a CS2 voice communications pipeline that turns match demos into Whisper transcripts and linguistic annotations for research on English as a Lingua Franca.
I also built a CS2 match prediction system using match and player data, Elo ratings, and XGBoost, with an interactive Streamlit interface. My other projects include FACEIT analytics and an iOS performance tracker, as well as Serenity, a wellness app with an LLM chat assistant.
As founder and manager of Seoul Esports, I scouted players, organized tryouts, and handled team operations; the team reached a peak world ranking of #195. I’ve also competed as a professional CS2 player and have experience with data annotation, transcription, corpus analysis, and Russian-English translation.
Experience
Work history, roles, and key accomplishments
Independent Digital Asset Trader
Self-Employed
Jan 2021 - Present (5 years 9 months)
Grew capital from $150 to over $3,000 by analyzing pricing trends, liquidity, and supply-demand dynamics in CS item markets.
Professional CS2 Player
Nexora
Apr 2026 - Jun 2026 (2 months)
Competed in European ESEA leagues and tournaments as a professional CS2 player.
Esports Team Founder & Manager
Seoul Esports
Mar 2024 - Dec 2025 (1 year 9 months)
Founded and managed a CS2 esports organization, scouting players and handling league registrations and communications. Achieved peak world ranking #195 and led the team to a 1st place finish in ESEA NA Main.
Professional CS2 Player
Team PeeP
Mar 2025 - Sep 2025 (6 months)
Played as a contracted professional CS2 player with agent representation.
Education
Degrees, certifications, and relevant coursework
Orenburg State University
Bachelor of Science, Intelligent Systems in Humanities (AI & Language Models)
2024 -
Pursuing a B.Sc. in Intelligent Systems in Humanities with a focus on AI and Language Models. Coursework includes machine learning, NLP, computational linguistics, and databases.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
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