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AI Engineer · ships LLM systems

Gopal
Bagaswar

I build LLM systems end‑to‑end — agents, RAG, voice AI, with tests. Five years reading the data; now I build the systems that do.

  • 2 apps live on the App Store
  • merged PRs · mem0 · Gradio · LiveKit
  • 5 yrs analytics → AI

Remote · IST (3–4h EU + US‑ET overlap) · open to relocation, needs visa sponsorship

01 — About

Gopal Bagaswar, in front of a bookshelf arranged mostly by color
Gopal Bagaswar — AI Engineer, BengaluruThe books are real. Read: several.

I build the systems / I used to just measure.

Five years reading the numbers. Now I build the systems that produce them.

LLM agents, RAG, evals with tests.

Put an app on the App Store people actually use.

Bengaluru, IST. Remote-ready worldwide, open to relocation with visa sponsorship.

02 — The map

Analyst → engineer

Four roles, one MS, one direction.

  1. Aug 2021

    Data Analyst

    TCS · Hyderabad

    Prophet / ARIMA forecasting, automated dashboards. TCS iGnite grad

  2. Aug 2024

    Analyst

    Nielsen · Mumbai

    Audio analytics for 100+ radio stations, QA pipelines. 100+ stations

  3. Jun 2025

    Senior Data Analyst

    Landmark Group · Bengaluru

    Shukran loyalty — 10M+ members, 6 GCC markets. Dubai-HQ retail

  4. Nov 2025

    Senior AI / Data Analyst

    Catalyst Brands · Bengaluru

    60× automation — now bringing LLM + RAG into the workflow. formerly JCPenney

  5. Next

    AI Engineer

    remote · worldwide

    The whole point of this site. the only node not true yet

  6. parallel · 2022 – 2024

    MS Computer Science (AI/ML)

    Woolf University

    HuggingFace Agents + MCP · Karpathy Zero-to-Hero · a self-designed 180-day curriculum.

03 — Selected work

Things that ship

Everything below runs. Hover any tile for the story.

Career OS — command center
Career OS — live screenshot

The command center for my AI-engineer hunt — a job-radar engine auto-applies, the dashboard tracks every move.

Next.js · Python job-radar engine · 6 ATS APIs · 65 tests green

Solo · my own job hunt

Career OS

LIVE · 65 TESTS

hedgebot — systemlive
974tests across 108 files
event-drivenmean-reversionpairs-tradingmicrostructure

PAPER-ONLY · NO LIVE CAPITAL

An autonomous crypto trading system — 8 strategies, walk-forward tested, paper-only.

Python · event-driven backtester · walk-forward validation · risk engine · Hyperliquid perps

Solo · research only

HedgeBot

974 TESTS · 8 STRATEGIES

max hq — systemlive
90+agents, always on
researchapp-devmarketingoperations

6 DEPARTMENTS · PRIVATE

My chief-of-staff agent system 90+ agents across 6 departments, always on.

Python 3.12 · Claude SDK · 18+ MCP servers · launchd · SQLite

Solo · 24/7

MAX HQ

90+ AGENTS · 6 DEPTS

Ask me about any of it →

04 — Open source

Merged, not drafted

Merged into the tools I actually use. Code, not docs.

05 — The stack

LLM systems
Multi-agent orchestrationRAG (hybrid BM25 + semantic, re-ranking)MCP / FastMCPLangGraphPydantic AIClaude Agent SDKtool callingagent memory
Evals & reliability
DeepEvalLangSmithPromptfoostructured outputsconfidence-gated abstentionCitations-grounded responsesprompt-injection defenses
Languages & backend
Python 3.12 (async, Pydantic)TypeScriptFastAPINode.jsSQLBigQueryPostgreSQLpgvectorChromaDB
Product & infra
Next.js (App Router, RSC)ReactTailwindCSSTwilio VoiceStripeDockerGitHub ActionsAWS BedrockVercelCloudflare Tunnel

06 — Say the word

You read this far. We should probably talk.

gopalbagaswar19@gmail.com

Bengaluru / IST, with 3–4 hr EU + US-ET overlap. Open to relocation with visa sponsorship.