Posts by Collection

TinyCodeTest

Python, RL evaluation, sandboxed execution, benchmarking, Vercel

Deterministic code-evaluation environment with sandboxed verifiers, pass@k scoring, and a browser-based eval runner.

Code

Market Data Pipeline

Python, Parquet, Arrow, SQL, data validation

Versioned Parquet data pipeline with provenance tracking, deterministic leakage audits, and drift gating.

Code

Compression Bench

C++, SIMD, multithreading, CMake, benchmarking

Compression benchmark suite implementing classic algorithms from scratch with SIMD acceleration and reproducible reporting.

Code

Custom Memory Allocator

C++, pthreads, AVX2, performance profiling

Thread-safe allocator with multiple allocation strategies and benchmark coverage against production-grade allocators.

Code

F1 Strategy RL Environment

Python, RL environments, deterministic verification, evaluation design

Deterministic race-strategy environment with verifiers, baselines, ablations, and stress tests for deeper reasoning.

Code

Heath

Python, Flask, telemetry simulation, offline RL

F1 telemetry simulator and replay tooling for mini-season strategy analysis with offline RL baselines.

Code

TinyCodeTest Evaluation Stack

Deterministic verifiers, difficulty buckets, and multi-model pass@k benchmarking

Notes on how the TinyCodeTest evaluation stack turns model runs into reproducible, inspectable benchmark results.

Code

F1 Strategy Lab Notes

Scenario design, deterministic grading, ablations, and stress tests for strategic reasoning

Experiment notes from building and evaluating an RL-style environment for race-strategy reasoning.

Code

Compression Benchmark Notes

Repeatable measurement, SIMD-aware implementation work, and fair algorithm comparisons

A closer look at the benchmarking discipline behind Compression Bench.

Code

Tonfans

Lead Developer, Tonfans

Led end-to-end delivery of a production Telegram mini app integrated with the TON blockchain.

Lifestores Pharmacy

Systems Engineer, Lifestores Pharmacy

Built real-time C++ systems and observability tooling for high-throughput order processing.

Ultra Cloud Technologies

Backend Developer, Ultra Cloud Technologies

Built Python and Flask APIs, optimized PostgreSQL queries, and improved deployment reliability with Docker.