Hands-On: Scratch‑Built GPT Training Loop with Activation Recomputation in Pure Python
A minimal, pure‑Python GPT training loop with gradient checkpointing, perfect for showcasing systems‑level deep learning know‑how on a CV.
Portfolio
Building a Production-Ready Personal CV API with Next.js and Prisma
A practical guide to building a personal CV API with Next.js and Prisma, showcasing systems engineering skills.
Turning Your CV into a Live API: A Go + PostgreSQL Portfolio Service
A practical guide to creating a Go-based portfolio service that stores your projects in PostgreSQL and exposes a JSON API, complete with Docker and CI/CD.
Hierarchical Sliding Window Context Manager with Semantic Eviction and Priority-Based KV Cache
A practical guide to implementing a hierarchical sliding‑window context manager with semantic eviction and priority‑based KV cache in Python, perfect for showcasing systems expertise.
Build a Google Guava-like Cache From Scratch: A Portfolio Project That Signals Systems Skill
A step-by-step build guide for a from-scratch caching library inspired by Google Guava’s cache. You’ll implement LRU eviction, TTL expiration, concurrent access, and observability — a CV project that signals real distributed-systems engineering skill.