Research

Technical comparison of NeMo MSDD and Pyannote 3.1 across 6 real-world test scenarios

Rewriting a Python WebSocket proxy in Go with lock-free connection pooling and event-driven reconciliation

How we improved vLLM inference throughput by 82% using AsyncLLMEngine and right-sized continuous batching

Identifying architectural bottlenecks in FastAPI + multiprocessing setup preventing efficient GPU utilization

September 2024 - Development of an efficient async web crawler using Python, aiohttp, and BeautifulSoup for large-scale data collection

Building a video preprocessing pipeline for facial analysis, pose estimation, and emotion detection