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BOOTING AGENT RUNTIME…
Bangalore, India · Open to building the future

AMBUJ RAJ

I architect agentic AI systems that turn days of manual work into minutes of automated intelligence — building with Claude Agent SDK, LangGraph, Python, React & TypeScript at Bicycle.ai.

Claude Agent SDKLangGraphPythonTypeScriptReactPostgreSQLFastAPI
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01 · The Story

From college labs to production agents

My career runs on one obsession: making machines do the boring parts brilliantly. It started in 2022 at Indian Railways' RDSO, digitizing a paper-based complaint system into 15+ REST APIs and a Flutter app — and earning a Letter of Recommendation from the Director.

In 2023 I joined Bicycle.ai as an intern and shipped Chat on Data, a natural-language interface over business metrics, plus automated triage flows that improved operational efficiency by 90%. The startup converted me to full-time before I'd even graduated from IIIT Nagpur.

Today I architect agentic systems with Claude Agent SDK and LangGraph — a self-serve onboarding agent that collapsed a 3–4 day process into under 20 minutes, AI-generated dashboards, and multi-tenant infrastructure isolating 200+ tenants. I build the full stack: the agents, the APIs, and the pixels.

My mission is simple: ship AI products that feel like magic and run like infrastructure.

0%
Onboarding time cut
0+
Tenants isolated
0%
Value delivery boost
0+
Years engineering
DEC 2020

IIIT Nagpur — B.Tech CSE

Computer Science & Engineering. Graduated Jun 2024 with 8.24 CGPA.

MAY 2022

RDSO — SWE Intern

15+ REST APIs, PostgreSQL schemas, Flutter field app. Director's Letter of Recommendation.

AUG 2023

Bicycle.ai — SWE Intern

Chat on Data, Create Company Flow, Triage Flow. +90% operational efficiency.

MAY 2024

Bicycle.ai — Software Engineer

Converted to full-time. Architecting agentic onboarding & dashboard generation.

NOW

Agentic AI Specialist

Multi-agent orchestration, AI product engineering, enterprise workflows.

02 · The Arsenal

A constellation of skills

Drag the constellation. Every star is a tool I've shipped production code with.

🧠AI & Agentic Systems

LangGraphClaude Agent SDKOpenAI SDKMulti-Agent OrchestrationRAG

Languages

PythonTypeScriptJava

🎨Frontend

React.jsNext.jsTailwind CSS

Backend

FastAPISpring BootNode.jsREST APIs

🗄Databases

PostgreSQLSchema Design

🚀DevOps & Quality

DockerGitCypress E2E
03 · The Journey

Where I've shipped

Click any role to expand the full mission log.

Software Engineer — Bicycle.ai

MAY 2024 — PRESENT · BANGALORE, IN
  • Architected a self-serve agentic onboarding flow using Claude Agent SDK + Python — cutting onboarding from 3–4 days to under 20 minutes (90%+ faster).
  • Designed a secure cookie-based multi-tenant auth system enforcing isolation across 200+ tenants, reducing unauthorized access incidents by 40%.
  • Built agentic dashboard generation flows with a React/TypeScript UI — 75% faster dashboard setup.
  • Shipped the Workbench Portal: BDR teams generate personalized sales assets in under 5 minutes.
  • Delivered Operationalize & Copilot Flows — replacing manual KPI configuration with AI-generated dashboards, improving value delivery by 95%.
  • Built a Cypress E2E framework (23 test cases, 5 critical flows) that cut production incidents by 90%.
Claude Agent SDKLangGraphPythonJavaReactTypeScriptPostgreSQLCypress

Software Engineer Intern — Bicycle.ai

AUG 2023 — APR 2024 · BANGALORE, IN
  • Developed Chat on Data — a natural-language querying interface over business metrics.
  • Built the Create Company Flow and the Triage Flow for automated onboarding and alert drill-down reporting.
  • Improved operational efficiency by 90%.
  • Converted to full-time based on performance and impact.
ReactTypeScriptPythonFastAPI

Software Engineer Intern — RDSO (Indian Railways)

MAY 2022 — JUL 2022 · LUCKNOW, IN
  • Built 15+ RESTful APIs for the RDSO Colony Complaint Management System.
  • Designed PostgreSQL database schemas and a Flutter mobile app for field complaint tracking.
  • Enabled fully digital complaint submission and tracking for railway colonies.
  • Received a Letter of Recommendation from the Director of RDSO.
DjangoPostgreSQLFlutterREST APIs
04 · The Universe

Projects that orbit a single idea

Language in, intelligence out. Click a planet for the full case study.

◉ Planet 01 — Analytics

Velora

Production-grade agentic analytics platform that transforms natural-language questions into live, interactive dashboards.

Multi-stage intent classification Dynamic SQL generation LangGraph orchestration Real-time visualizations & automated insights
PythonLangGraphPostgreSQLReactTS
OPEN CASE STUDY →
◉ Planet 02 — Orchestration

Nexora

Enterprise-scale AI assistant platform orchestrating 20+ concurrent multi-agent workflows with sub-second latency.

Persistent conversational memory Real-time observability & distributed tracing Voice-enabled interactions Agentic workflow execution at scale
TypeScriptLangGraphPostgreSQL
OPEN CASE STUDY →
05 · The Lab

AI & Innovation

Holographic snapshots of agentic systems I've designed, shipped, and operated in production.

🤖

Agentic Onboarding

Self-serve Claude Agent SDK flow replacing a 3–4 day manual process with a 20-minute autonomous pipeline.

📊

AI Dashboard Generation

Agents that design, configure, and render KPI dashboards from intent — no manual configuration, 95% better value delivery.

💬

Chat on Data

Natural-language querying over business metrics — questions in, governed SQL and visual answers out.

🕸

Multi-Agent Orchestration

LangGraph graphs coordinating 20+ concurrent workflows with persistent memory and distributed tracing.

Copilot & Triage Flows

Automated alert drill-downs and operational copilots that lifted efficiency by 90% for onboarding teams.

Workbench Portal

AI-powered content generation enabling BDR teams to craft personalized sales assets in under 5 minutes.

06 · The Nebula

Milestones & wins

0m
Onboarding (was 3–4 days)
0
Cypress E2E test cases
0%
Fewer prod incidents
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Fewer unauthorized access
🏅

Director's Letter of Recommendation

Awarded by the Director of RDSO for the Colony Complaint Management System.

📈

Intern → Full-Time Conversion

Converted at Bicycle.ai on the strength of shipped impact, before graduation.

🛡

200+ Tenant Isolation

Designed multi-tenant auth enforcing strict isolation across the entire platform.

🎓

B.Tech CSE, IIIT Nagpur

8.24 / 10 CGPA · Dec 2020 – Jun 2024.

🧪

Quality as a Feature

E2E framework across 5 critical flows — production incidents down 90%.

🚀

0 → 1 Product Modules

Shipped Operationalize, Copilot Flows, Workbench Portal and Triage end-to-end.

07 · Open Channel

Let's build something exceptional

Recruiting, founding, investing, or just nerding out about agents — my inbox compiles instantly.

08 · Bonus Level

THE LAST MILE

A quiet nod to Bicycle.ai — every release has a last mile. Ride it well: clear the blockers, chain the near-misses. Space / ↑ / tap to jump · jump again mid-air for a double jump · hold to float.

SCORE 0 DISTANCE 0m LIVES ♥♥♥ HIGH SCORE 0

THE LAST MILE

Sprint to production on two wheels. Clear the cones, crates, rocks and bugs — grab coffee and lightning, and shave past obstacles mid-air for near-miss bonuses.

☕ +15⚡ +25NEAR MISS +10OBSTACLE −1 ♥
◈ ARIA — AMBUJ'S AI ASSISTANT
Hi! I'm ARIA, a tiny scripted agent guarding this portfolio. Ask me something ↓

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