Adarsh S

From research to production: AI agents that act in the real world.

AI Engineer at Neeroma Technologies, Chennai, India.

About

I build AI systems end to end — agents, retrieval (RAG) pipelines and speech tools — and measure how well they actually work.

Lately that means agents that deploy code and triage tickets, retrieval with page citations across company annual reports, and Tamil speech recognition.

Two years close to live financial markets shaped the way I think: structured, analytical, and grounded in real-world constraints.

Selected work

BiteWise

AI Product · Swiggy Builders Club · 2026 · Solo Builder

Approved Swiggy Builders Club project — a two-product food intelligence platform where NutriOrder AI powers nutrition-aware Swiggy ordering and SmartPantry AI handles household pantry, recipes, and grocery planning via Swiggy Food and Instamart MCP.

Stack: Next.js, FastAPI, Swiggy MCP, TypeScript, SQLAlchemy, Tailwind

FinSight

AI · Financial RAG · 2026 · Solo Builder

Local-first RAG system for financial PDFs — annual reports, earnings transcripts, and SEBI filings — with natural-language Q&A grounded in page-level citations.

Stack: FastAPI, ChromaDB, PyMuPDF, LangChain, Streamlit, Ollama, Gemini

VoiceNote AI

Speech AI · Tamil ASR · 2026 · Solo Builder

Tamil voice-note pipeline that transcribes speech with Whisper and romanizes output into readable Latin script — script transliteration, not translation.

Stack: Whisper, Gradio, pydub, Docker, Python

RepoMind

AI · Developer Tools · 2025 · Solo Builder

Context-aware repository analysis that classifies project types and generates structured architectural insights using a multi-stage LLM workflow.

Stack: Streamlit, LangChain, Groq, Python

GenAI Email Generator

Applied GenAI · Outreach · 2024 · Solo Builder

Cold-email generator that scrapes job listings, extracts requirements with Llama 3, matches them against a portfolio, and drafts personalized outreach in seconds.

Stack: Streamlit, LangChain, Groq, Llama 3, Python

Oor Snacks

Product · D2C Storefront · 2025 · Founder · Design & Full-Stack

Direct-to-consumer storefront for a Chennai heritage snack brand — brand identity, product pages, cart, checkout, and live orders from day one.

Stack: Vite, Supabase, GSAP, Lenis, Vanilla JS

Bluemoon Studio

Client Work · Photography Studio · 2026 · Design & Full-Stack

Website for a Chennai wedding photography studio — curated portfolio collections, service pages, a full Instagram-fed gallery, and an enquiry flow that lands directly in the studio owner’s WhatsApp.

Stack: React, React Router, Vite, Vanilla CSS, Schema.org, Netlify

Experience

AI Engineer, Neeroma Technologies (Jun 2026 — Present): Worked on Yantra, a multi-agent software engineering platform covering design, development, deployment, ticketing, and marketing.
AI/ML Intern, Bae AI (May 2026 — Jun 2026): Built an AI-powered intent engine that transformed natural language shopping queries into structured recommendations.
Authorised Person, Angel One (Jan 2025 — May 2026): Managed trading operations and client workflows while maintaining structured financial and transactional datasets.
Associate Trader, Maxitome Management Services (May 2024 — Nov 2024): F&O trading workflows with rule-based execution, backtesting, and live API-driven order management.
Machine Learning Intern, Sona Comstar (Jan 2023 — Mar 2023): Built and refined ML models for analytical workflows with a focus on reliability and clean data pipelines.