Technical Toolkit
Production frameworks, low-level runtimes, and systems infrastructure.
Languages
Python
SQL
TypeScript
Ctypes / POSIX C
Bash
R
Java
Machine Learning & AI Engineering
LangGraph & Multi-Agent Orchestration
PydanticAI & Agentic Verification
FastEmbed & Dense Vector Search
BM25 Hybrid Retrieval
Whisper ASR & Audio Transcription
Silero ONNX Streaming VAD
Pandas
NumPy
Scikit-learn
FastAPI (SSE Streaming)
TensorFlow
Tools & Systems Infrastructure
Git
GitHub
Linux Systems & Kernel Tuning
Docker
Jupyter & Colab
PyQt6 Desktop HUD
VS Code
Databases & Storage
DuckDB (Columnar OLAP)
SQLite (Concurrency & Token Telemetry)
MySQL
PostgreSQL
MongoDB
Built through verified implementations and empirical benchmarks.