Portfolio

Build LogRelay, a distributed log shipper that signals real systems engineering skills. Learn how to implement backpressure, batching, and persistence in Go.

Build a pure‑Python speculative decoding engine that uses a draft LLM and parallel acceptance‑reject sampling to speed up text generation. This project highlights real systems engineering skills for your CV.

Learn how to construct a Go‑based user‑safety service from scratch, complete with rate limiting, policy checks, and observability, and add it to your CV as a real‑world project.

Build a lightweight, pure‑Python KV‑cache manager that implements LRU and random eviction strategies, complete with paging, testing, and extension pathways for senior‑level topics.

This guide walks you through implementing a GPTQ-style post-training quantizer entirely in NumPy. The resulting script compresses transformer weights and measures accuracy impact, showcasing your ability to ship low-level ML infrastructure.