Started with web apps, now exploring ML, LLMs, and agentic workflows — one at a time. Enjoys prototyping, working across the stack, and building things that are clear, useful, and simple. Cares about thoughtful UX, fast iteration, and solving real problems with clarity and intent.
What I've Been Cooking
Mastra (TypeScript) receptionist agent orchestrating Agno (Python) hotel and flight booking agents via A2A protocol.
Fine-tuned small language models for email classification and structured triage outputs using LoRA on Tinker Labs
Order Management System with Bun, Hono, and Zod — CQRS and Event Sourcing with PostgreSQL and Redis.
FAQ assistant using bit vector encoding for semantic search with integrated RAG via local Llama 3
Work Experience
Founding Engineer
Zosma AISep 2025 - Present
SDE I
MavonicOct 2024 - Sep 2025
SDE I
IotricFeb 2023 - Oct 2024
SDE (Intern)
IotricJul 2022 - Feb 2023
Blogs
How I Trained an Email Triage SLM Using Tinker APIs
Feb 21, 2026A learning project exploring LoRA fine-tuning and Tinker's distributed training API. Email triage served as a concrete use case to understand the mechanics of fine-tuning small language models.
I Didn't Care About AI — Until It Got Agentic
Jul 4, 2025Not a hot take — just some thoughts on what pulled me toward agentic systems and why they make more sense to me than the rest of AI so far.
Connect
Feel free to contact me at shanvit7@gmail.com