AI / ML ENGINEER / VADODARA, INDIA

AI, thoughtfully
engineered.

Hi, I’m Rohit. I turn complex ideas into reliable AI systems — built with care, measured with intent, and made for the real world.

A software engineer’s mindset. An AI builder’s curiosity.

A FEW SIGNALS.Engineering, with evidence.
98.6%Retrieval Recall@5Legal RAG · 40 labelled questions
0 missedDangerous tool actionsAgentGate · 150 labelled calls
~3 yearsProduction softwareFrom architecture to release

01 SELECTED WORK

Ideas into impact.

A selection of things I’ve built.
From the first experiment to the final release.

Find me on GitHub

01 / RAG & EVALUATIONOCT 2026

Legal answers with a source behind every sentence. A local-first RAG system that knows when to abstain.

90.0% → 98.6% retrieval recall
PythonFastAPIpgvectorOllama
AUTONOMY, WITH BOUNDARIES. ARCHITECTURE SKETCH↗
02 / AGENTS & GUARDRAILSOCT 2026

A two-step safety gate for AI agents. Check tool calls, escalate uncertainty, and put people in control.

Zero dangerous actions missed in 150 labelled calls
LangGraphFastAPIWebSocketsPython
SHIPPED TO BOTH STORES
03 / REAL-TIME CONSULTATION

From architecture to release: a consultation platform connecting people through real-time chat, voice, and video.

FlutterASP.NET CoreWebRTCAWS
SHIPPED TO BOTH STORES
04 / AI-ASSISTED LEGAL WORKFLOWS

AI brought into everyday legal practice. Chatbot integration, automation, and scheduling inside API-driven workflows.

AI integrationREST APIsAutomation

02 A LITTLE ABOUT ME

Curiosity is
the constant.

Based in Vadodara, Gujarat
Open to Ahmedabad, Pune, Bengaluru & remote.

I care about what happens after
the demo works.

Nearly three years of production software experience taught me to think beyond the feature: the backend behind it, the connection that drops, the release that has to work.

Today, I bring that same mindset to AI. I build RAG pipelines and LLM agents, then evaluate them — because an impressive answer is only useful when you can trust how you got there.

My path spans chemistry, cyber security, mobile development, and system architecture. The thread connecting all of it is a curiosity for how things work, and the patience to make them work better.

01 Build with purpose.02 Measure what matters.03 Ship with care.

03 THE JOURNEY SO FAR

Built on experience.

The full résumé

From mobile experiences
to intelligent systems.

2024 — PRESENT
JUL 2026 — PRESENTCURRENT

Mobile Application Developer (AI/ML)

WebBrains Technologies · Vadodara

Building RAG workflows with embeddings and semantic search for Flutter apps. Prototyping AI features with TensorFlow and Keras, served through REST APIs.

SEP 2025 — JUN 2026

Technical Solution Architect (Mobile)

Vandana Technologies · Remote

Led Pranaam Guruji from architecture to production. Built the ASP.NET Core backend, 14-table PostgreSQL schema, offline-first sync, and WebRTC / SignalR real-time layer. Deployed on AWS.

SEP 2024 — SEP 2025

Flutter Developer

IndaPoint Technologies · Vadodara

Managed AWS infrastructure and built production WebSocket and SignalR modules. Improved API performance through query optimisation and connection pooling.

JAN 2024 — AUG 2024

Android & Cross-Platform Developer

Rethinkingweb · Vadodara

Built Flutter and native Android apps with Kotlin, Java, MVVM, and Clean Architecture, focusing on reliable REST integration and error recovery.

04 THE TOOLKIT

The right tools.
Thoughtfully applied.

AI & intelligence

RAG · LLM agents · LangGraph · LangChain · Embeddings · Hybrid search · Rerankers · Evaluation · Guardrails · TensorFlow

Systems & infrastructure

Python · FastAPI · C# · ASP.NET Core · PostgreSQL · pgvector · Docker · AWS · GitHub Actions

Experiences & real-time

Flutter · Dart · Kotlin · Android · WebRTC · WebSockets · SignalR · Clean Architecture

EDUCATION

M.Sc. IT Cyber Security & ForensicsParul University · 2022–2024 · CGPA 8.35

M.Sc. ChemistryPandit Deendayal Energy University · 2020–2022 · CGPA 9.53

CERTIFICATIONS

Microsoft CertifiedAzure Fundamentals (AZ-900) · June 2023Power Platform Fundamentals (PL-900) · June 2023

OPEN TO THOUGHTFUL CONVERSATIONS

Have something
in mind?

I’m open to AI / ML roles and interesting problems.
Let’s build something that matters.