Jaswanth Tikkireddy, home

Projects

Five Bettrlabs projects and five personal projects. Type a topic to rank them by relevance.

10 projects, Bettrlabs first

  1. Legal and Regulatory RAG

    A reusable retrieval-augmented generation architecture for legal and regulatory documents, engineered around retrieval accuracy, token cost, model context limits and continuously revised sources.

    sole engineer, end to end2025 - 2026Bettrlabs

    Regulation pages are parsed and split into context-enriched chunks, one chunk fans out into weighted embedding fields, and the cited answer links back to its source passages.

  2. Compliance Engine for PLM

    A compliance service for FMCG products: it checks ingredients, claims and category classification against Indian food-safety (FSSAI) regulations, combining deterministic rule logic with LLM reasoning to return traceable findings.

    architected and built the core2026Bettrlabs

  3. Formulation Search

    A formulation and ingredient search engine built on custom retrieval logic rather than a single vector index, designed to scale with the dataset.

    sole engineer, end to end2026Bettrlabs

  4. Razorpay Payment Infrastructure

    Bettrlabs’ end-to-end Razorpay payment backend, engineered so that a purchase is never incorrectly granted or lost.

    sole engineer, end to end2026Bettrlabs

  5. Core Backend Platform

    Major parts of the async FastAPI backend behind bettrlabs.com: a layered API, one consistent response contract, PostgreSQL with Alembic migrations, an LLM gateway that meters every call, and AI runs that survive restarts.

    engineered major components2025 - 2026Bettrlabs

  6. Agent Harness

    An agent harness built from scratch to learn how production agents work: the loop, context, memory, tool calling, skill retrieval and model routing.

    independent projectJul 2026 - presentPersonal

  7. Jarvis

    A personal multi-agent assistant that uses tools, remembers context and acts on the computer through voice and application control, built on the Agent Harness project.

    independent projectJul 2026 - presentPersonal

  8. Fashion RAG Search

    Multimodal product search across 20K+ H&M items: text or image queries in, matching products and LLM-generated styling advice out.

    independent projectSep 2025Personal

  9. RAG Web Chatbot

    A retrieval-augmented chatbot that answers questions grounded in the websites and YouTube videos it is given.

    independent projectSep 2025Personal

  10. AI Life Planner and Personal Coach

    An agentic planner that converts plain-language goals into tasks, calendar events, grocery plans and budget entries.

    independent projectJul 2025Personal