Ilia Mechkarov
Programmer at heart.
I'm a developer with deep experience building data solutions - designing pipelines, parsing and modeling messy real-world data, and turning it into something useful. I work across the stack, but the data layer is where I'm most at home: ingesting it, transforming it, and serving it through clean, interactive interfaces. Below are some of the projects I've built.
Experience
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Data Engineer · HedgeServ
November 2022 - November 2025- Developed ETL pipelines
- Automated accounting processes using Python and libraries like NumPy and pandas
- Led a project that migrated on-premise data and workflows to AWS - using step functions to automate data flows and S3 to store larger data files as we onboarded larger clients
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Data Advisory Intern · Deloitte
May 2022 - August 2022- Built automatic indexing of an SQL Server database with Python, constructing a keyword catalogue out of plain text mainly using pandas and NumPy
Projects
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Capitol Tickers
2025A multi-source ETL pipeline that tracks every public company and industry U.S. officials name in public - and what they personally own - modeled in Postgres for timeline analysis.
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CS2 Mirage Entry-Route Analysis
2026A data pipeline that maps opening-kill hotspots and T-side entry routes from pro CS2 demos.
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Vim Muncher
2026A Pac-Man-style arcade game played entirely with real Vim motions, with an A* solver that scores optimal shortest-motion paths between pellets.
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Don't Say The Same As Me
2026A realtime multiplayer party game where the database is the game engine - room, player, and answer state synced live across up to 7 players via Supabase Realtime.
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