Portfolio

ls -la ~/projects

~/projects/portfolio-3

nano-BERT

A simplified, from-scratch, comprehensible implementation of BERT inspired by ‘Attention Is All You Need,’ built to teach transformer fundamentals.

~/projects/portfolio-4

nanotorch

From-scratch reimplementation of core PyTorch internals: autograd, tensors, RoPE/attention, a pretrained tiny-GPT, KV cache, LoRA and full fine-tuning, and quantization.

~/projects/portfolio-6

Space Model

Research-grade LLM framework improving zero-shot/few-shot text classification (HateXplain, IMDB, and others).

~/projects/portfolio-7

Crypto News Bot

Go microservice architecture using an LLM to summarize crypto news and auto-post to Telegram and Twitter, with multi-language support.

~/projects/portfolio-8

go-EdgeGPT

A CLI tool in Go for programmatic access to Bing Chat, built as an integration-ready open-source tool.