At bgZap.com, I developed and deployed AI-driven web solutions, including an AI background remover built with Next.js and AWS. I integrated the image-processing model into a live web app.
As a Jr. Software Developer working freelance and self-employed, I develop and deploy production-ready web apps. I participate in sprint planning and code reviews, and write unit tests and debug code.
I recreated the GPT-2 architecture from scratch, configured a 355M-parameter transformer, and fine-tuned it on ALPACA prompts. I also independently developed GPT-2 and LLaMA-3 models for real-world projects.
My projects include a production-ready local LLM with RoPE, KV-cache, streaming decode, and optional web RAG. I’ve also published research reporting 94% accuracy in CNN-based music genre classification.
