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Available for work · Bangalore, India

Manish Gandotra

AI Full Stack Engineer· LLM Agents & RAG

AI full stack engineer with 7+ years of experience in Python, Node.js, React, and TypeScript. For the last couple of years I have been building LLM agents and RAG workflows for financial documents at Termgrid, where my team automated over 70% of manual verification and brought processing time down from hours to under two minutes. Before that I worked on APIs, database performance, and background processing at Deloitte, Cognizant, and the National Informatics Centre. I like backend problems, and I enjoy helping other engineers get better.

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Manish Gandotra
7+
Years experience
12+
Projects delivered
4
Companies
70%+
Manual verification automated
< 2 min
Per document, down from hours
61%
Lower p95 latency
42%
Lower AWS bill
Services

What I Do

UI Development

Design systemsAccessibilityPrototypingDesign tokens

Design and build clean, visually consistent user interfaces using modern UI frameworks, with a strong focus on usability and intuitive navigation.

Front-end Development

ReactNext.jsPerformanceSSR & routing

Develop scalable, high-performance front-end applications using React and JavaScript, focused on seamless user experience and maintainable architecture.

Back-end Development

PythonNode.jsREST & GraphQLAWS & infra

Build secure, scalable backend systems using Python, Node.js, and TypeScript, with async workers, caching, and tuned SQL, optimized for performance, reliability, and clean data handling.

Mobile-App Development

React NativeiOS & AndroidNavigationNative modules

Create cross-platform mobile applications using React Native, delivering smooth performance, intuitive UX, and consistent design across platforms.

AI Specialist

LLMsAgentsRAGTool calling

Design and integrate AI-powered features using LLMs, structured outputs, and agent workflows—shipping reliable GenAI experiences with clear guardrails and observability.

Expertise

Skills & Technologies

Tools and technologies I use in production, by area.

  • React
  • Next.js
  • TypeScript
  • JavaScript
  • React Native
  • GraphQL
  • Python
  • FastAPI
  • Flask
  • Node.js
  • Express
  • Nest.js
  • Prisma ORM
  • Type ORM
  • Apache Airflow
  • Async Workers / Retries / DLQs
  • OAuth 2.0 / JWT / RBAC
  • PostgreSQL
  • MongoDB
  • MySQL
  • Redis
  • Vector Databases
  • SQL Optimization & Indexing
  • AWS
  • AWS Lambda / SQS / ECS
  • AWS API Gateway / S3 / EC2
  • CloudWatch & Distributed Tracing
  • Docker
  • Jenkins
  • Kubernetes
  • GitHub Actions
  • Git
  • Jest
  • React Testing Library
  • Playwright
  • TDD
  • Chai / Mocha
  • Chrome Ext.
  • Claude
  • Cursor
  • GenAI / LLMs
  • LangChain
  • LangGraph
  • RAG & Retrieval Pipelines
  • Document Chunking
  • Multi-Agent & Stateful Workflows
  • IBM watsonx Orchestrate
  • Claude AI
  • OpenAI
  • Ollama
  • Prompt management
  • AWS Bedrock
  • Tool / Function Calling
  • Structured Outputs
  • Guardrails
  • Embeddings & Semantic Search
Career

Work Experience

Background

Education

Academic foundation in computer science and engineering.

Bachelor of Technology

B.Tech in Computer Science and Engineering (CSE)

Beant College of Engineering and Technology, Gurdaspur · Aug 2013 – Jun 2017

Skilled in programming (C, C++, Java, Python), software development, data structures, algorithms, and database management. Experienced in application development with strong problem-solving skills. Adaptable to emerging technologies.

AI & Innovation

Agentic/Gen AI

LLM agents, RAG, and Generative AI products.

Verita H+

↗

Healthcare AI Platform

Developed a healthcare AI platform where users upload documents and ask questions answered from…

PythonLangGraphNext.jsClaude+8

AI Assessment Agent

↗

Conversational AI Risk Assessment

Developed a conversational AI assessment agent using Python and LangGraph to conduct structured AI…

PythonLangGraphLLM APIsPrompt Engineering+4

Guardrails Recommendation Agent

↗

AI Risk-to-Guardrail Mapping

Developed an AI Guardrails Recommendation Agent using Python and LLM-based workflows to map…

PythonLLM APIsPrompt EngineeringJSON Schema+5
View more (5) →
Portfolio

Full Stack Development Projects

Selected platforms and products built across enterprise, fintech, and SaaS.

Axe Auditor preview

Axe Auditor

↗

A comprehensive manual testing tool and system of record built for accessibility testing experts to…

ReactNodeTypeScriptPostgreSQL+3
Termgrid preview

Termgrid

↗

End-to-end platform for private capital markets, with LLM workflows that verify financial documents…

LangGraphLangChainIBM watsonx OrchestrateAWS Bedrock+6
Centiment preview

Centiment

↗

Enables market researchers and businesses to create surveys and get answers from a better online…

ReactNext.jsNodeNest.js+4
View more (10) →
Learning

Certifications

IBM Full-Stack JavaScript Developer Professional Certificate

IBM

Learned full-stack application development using JavaScript, React, Node.js, Express, databases, REST APIs, Git, Docker, testing, DevOps, and cloud deployment.

Agentic AI Engineering with LangChain & LangGraph

LangChain & LangGraph

Learned to build AI agents using LangChain and LangGraph, including tool calling, stateful workflows, RAG, memory, agent orchestration, prompt engineering, and LLM integration.

Let's Connect

Get in Touch

Open to new roles and project work. Use the form or reach me directly.

Manish Gandotra

Manish Gandotra

AI Full Stack Engineer

Bangalore, India

Connect with me