AI evaluation, LLM fine-tuning, and full-stack development. I ship real-world products with React, Python, FastAPI, and Supabase.
I'm Ashutosh Samanta — a builder focused on creating real-world digital products. I work across full-stack development, AI evaluation, and LLM fine-tuning to turn ideas into working software.
I started building products before entering college, learning by doing rather than waiting for permission. Recently, I fine-tuned Llama 3 8B with LoRA on compliance datasets to build Specter-1.0, an AI auditor for risk and regulatory analysis.
My goal is to build impactful products, contribute to innovative teams, and continuously level up across software engineering, AI evaluation, and product design — where craft meets velocity.
From LLM evaluation and fine-tuning to full-stack apps and deployment — here's what I build with.
A few things I've built — designed, coded, and deployed end-to-end.
Compliance & Risk AI Auditor.
Fine-tuned Meta Llama 3 8B using LoRA on SEBI, RBI, and CGST compliance datasets to build a regulatory AI assistant. Evaluated outputs for factual consistency, reasoning quality, and domain accuracy throughout the pipeline; iterated on prompts and response design; deployed on Hugging Face for testing and validation.
Privacy-first cloud drive platform.
Cloud-drive MVP with authentication, nested folders, uploads, search, sorting, grid/list views, public share links, and file previews — backed by Supabase storage.
Secure communication and storage.
A privacy-focused platform concept: secure messaging, file sharing, temporary secure links, offline-first design, and future-ready collaboration features.