Hello, I'm

ANIRUDDHAADAK

AI Agent Engineer

I build intelligent autonomous agents that think, plan, and execute. Specializing in LLMs, multi-agent systems, and agentic AI workflows.

Aniruddha Adak
AI Agent Development LLM Integration LangChain Expert Multi-Agent Systems RAG Pipelines FastAPI Python Prompt Engineering Tool Use API Design AI Agent Development LLM Integration LangChain Expert Multi-Agent Systems RAG Pipelines FastAPI Python Prompt Engineering Tool Use API Design
About Me

The Story So Far...

I'm an AI Agent Engineer passionate about building systems that can think, reason, and act autonomously.

My journey into AI began with a fascination for how machines could learn and adapt. Today, I specialize in creating sophisticated multi-agent systems, fine-tuning large language models, and developing agentic workflows that solve real-world problems.

When I'm not training models or debugging agent behaviors, you'll find me exploring the latest research papers, contributing to open-source projects, or experimenting with new AI frameworks.

~ Aniruddha
20+
AI Projects
5+
Agent Systems
100%
Passion
Mission

Why I Do What I Do

"To democratize AI by building intelligent agents that empower individuals and organizations to achieve more with less effort, making complex automation accessible to everyone."

My Mission Statement

Three Core Beliefs

  • AI Should Augment, Not Replace: The best AI systems work alongside humans, enhancing their capabilities rather than replacing them.
  • Agents Should Be Trustworthy: Building reliable, explainable AI agents that users can trust with important tasks.
  • Open Source Powers Progress: Sharing knowledge and code accelerates innovation for everyone.
Numbers

By The Numbers

0
Lines of Code Written
0
GitHub Contributions
0
AI Projects Completed
0
Cups of Coffee
Skills

My Toolkit

AI & Machine Learning

LangChain
LangGraph
AutoGen
CrewAI
OpenAI API
Anthropic Claude
Hugging Face
RAG Systems
PyTorch
TensorFlow

Languages & Frameworks

Python
TypeScript
JavaScript
FastAPI
Next.js
React
Node.js
Flask

Tools & Infrastructure

Docker
Vector DBs
PostgreSQL
Redis
AWS
Git
Kubernetes
MongoDB
Proficiency

Skill Levels

Python

LangChain / LangGraph

Machine Learning

RAG Systems

TypeScript / JavaScript

FastAPI / Flask

Docker & Kubernetes

React / Next.js

Education

Learning Never Stops

Bachelor of Technology

Computer Science & Engineering

2020 - 2024

Focused on AI/ML, Data Structures, and Software Engineering fundamentals.

Certifications

Deep Learning SpecializationDeepLearning.AI
Machine Learning by StanfordCoursera
LangChain for LLM DevelopmentDeepLearning.AI
AWS Machine Learning SpecialtyAmazon Web Services
Generative AI with LLMsAWS & DeepLearning.AI
Services

What I Can Do For You

AI Agent Development

Build custom autonomous agents that can research, analyze, and execute complex tasks with minimal human intervention.

  • Multi-agent orchestration
  • Tool-use implementation
  • Memory & state management

RAG Pipeline Design

Design and implement Retrieval-Augmented Generation systems for enterprise knowledge management.

  • Document processing
  • Vector database setup
  • Semantic search optimization

Chatbot & Assistants

Create intelligent conversational interfaces powered by LLMs with context awareness and personality.

  • Custom persona design
  • Multi-turn conversations
  • Integration with APIs

AI Workflow Automation

Automate repetitive business processes with intelligent agents that learn and adapt over time.

  • Process automation
  • Human-in-the-loop flows
  • Error handling & recovery

LLM Fine-tuning

Fine-tune large language models for domain-specific tasks, improving accuracy and reducing costs.

  • Dataset preparation
  • Training & evaluation
  • Model deployment

AI Consulting

Strategic consulting on AI adoption, architecture decisions, and best practices for your organization.

  • Technology assessment
  • Architecture review
  • Team training
Process

How I Work

1. Discovery Call

Understanding your needs, challenges, and goals through a detailed discussion.

2. Requirements Analysis

Breaking down the project into clear, actionable milestones and deliverables.

3. Architecture Design

Creating a robust system architecture that's scalable and maintainable.

4. Agile Development

Building in sprints with regular demos and feedback loops.

5. Testing & QA

Rigorous testing to ensure reliability and performance.

6. Deployment & Support

Smooth deployment with documentation and ongoing support.

Projects

Things I've Built

Multi-Agent Research Assistant

A collaborative AI system where multiple specialized agents work together to research, analyze, and synthesize information from diverse sources.

LangGraphPythonRAG

Autonomous Code Reviewer

An AI agent that reviews pull requests, identifies bugs, suggests improvements, and explains code changes in natural language.

CrewAITypeScriptGitHub API

Smart Resume Analyzer

AI-powered resume analysis tool that extracts skills, matches job requirements, and provides actionable improvement suggestions.

Next.jsOpenAIVercel

Agentic Workflow Engine

A framework for building, visualizing, and executing complex agentic workflows with human-in-the-loop capabilities.

PythonFastAPIReact

Knowledge Graph Builder

Automated system that constructs and maintains knowledge graphs from unstructured documents using LLMs and graph databases.

Neo4jPythonLangChain

Voice-Activated AI Assistant

Real-time voice assistant with wake word detection, natural language understanding, and multi-turn conversation capabilities.

WhisperGPT-4WebRTC
More Work

Additional Projects

AI Email Classifier

Intelligent email classification and response suggestion system.

BERTFastAPI

Vision-Language Agent

Multimodal AI for visual reasoning and content generation.

GPT-4VStreamlit

Data Pipeline Orchestrator

Automated ETL pipeline builder with AI-assisted schema detection.

AirflowPython

Security Audit Agent

Automated code security scanner using LLM reasoning.

LangChainAST

Meeting Summarizer

Real-time meeting transcription and intelligent summary generation.

WhisperGPT-4

Customer Intent Detector

NLP-based intent classification for customer service automation.

TransformersFastAPI
Experience

My Journey

1

AI Agent Engineer

2024 - Present

Freelance / Open Source

  • Building multi-agent systems using LangGraph and CrewAI
  • Developing RAG pipelines for enterprise knowledge management
  • Contributing to open-source AI agent frameworks
2

ML Engineer Intern

2023 - 2024

AI Research Lab

  • Fine-tuned LLMs for domain-specific applications
  • Built data pipelines for model training
  • Implemented prompt engineering strategies
3

Self-Learning & Projects

2022 - 2023

Personal Growth

  • Completed ML & Deep Learning specializations
  • Built multiple AI projects from scratch
  • Explored transformer architectures and attention mechanisms
Testimonials

What People Say

"Aniruddha's work on our multi-agent system was exceptional. He understood our complex requirements and delivered a solution that exceeded expectations."

SK
Sarah KimCTO, TechStartup Inc.

"Working with Aniruddha was a game-changer for our AI initiatives. His deep knowledge of LLMs and agentic systems helped us automate critical workflows."

MJ
Michael JohnsonHead of Engineering, DataCorp

"He built a RAG system for our legal documents that saved our team hundreds of hours. Highly recommend for any AI engineering project!"

PM
Priya MehtaFounder, LegalTech Solutions
Trusted By

Companies I've Worked With

TechStartup Inc

DataCorp

LegalTech

AI Research Lab

InnovateTech

Blog

Thoughts & Writings

Feb 2024

Building Multi-Agent Systems with LangGraph

A deep dive into orchestrating multiple AI agents for complex reasoning tasks...

Read More
Jan 2024

RAG Best Practices: Lessons Learned

Practical tips for building production-ready Retrieval-Augmented Generation systems...

Read More
Dec 2023

Prompt Engineering: Beyond the Basics

Advanced techniques for getting the most out of large language models...

Read More
Nov 2023

Tool Use in AI Agents: A Complete Guide

How to enable AI agents to use external tools effectively...

Read More
Research

Publications & Research

Multi-Agent Collaboration Patterns in LLM Systems

Research paper exploring optimal agent communication strategies.

In Progress

Efficient RAG: Reducing Latency Without Sacrificing Accuracy

Technical deep-dive into performance optimization for retrieval systems.

Published

Tool Learning in LLMs: A Comparative Study

Benchmark analysis of different tool-use approaches in AI agents.

Published
Favorites

My Go-To Tech Stack

Python - Primary Language

The backbone of all my AI/ML work. Elegant, powerful, and endlessly extensible.

LangChain Ecosystem

Building blocks for LLM applications. Essential for any serious AI agent work.

FastAPI

Lightning-fast async APIs. Perfect for deploying ML models to production.

Docker

Containerize everything. Consistent environments from dev to prod.

Vector Databases

Pinecone, Weaviate, ChromaDB - essential for semantic search and RAG.

AWS / GCP

Cloud-native deployment with proper scaling and monitoring.

Daily Life

A Day in My Life

6:00 AM - Wake Up

Coffee, meditation, and catching up on AI news.

8:00 AM - Deep Work

Most productive coding hours. Building agents and models.

12:00 PM - Meetings

Client calls, code reviews, and team sync-ups.

1:00 PM - Lunch Break

Quick meal and a walk to reset the mind.

2:00 PM - Research

Reading papers, experimenting with new techniques.

10:00 PM - Wind Down

Light coding on side projects, then rest.

Fun Facts

Beyond The Code

Coffee Lover

Runs on approximately 4 cups of coffee per day. Cold brew is the preferred fuel.

Lifelong Learner

Read 50+ research papers on AI/ML in 2023. Always hunting for breakthroughs.

Music Enthusiast

Codes best while listening to lo-fi beats. Music and code share similar patterns.

Open Source Advocate

Contributed to 10+ open source projects. Community-driven development.

Strategy Gamer

Chess and strategy games. Game theory parallels agent design.

Night Owl

Peak productivity hours: 10 PM to 3 AM. The quiet night brings best ideas.

Tools

My Daily Tools

VS Code

Primary IDE

GitHub

Version Control

Notion

Knowledge Base

Slack

Communication

Figma

Design

Obsidian

Notes

iTerm2

Terminal

Docker Desktop

Containers

GitHub

Open Source Contributions

0Stars Earned
0Commits
0Pull Requests
0Repositories
Reading

Books I Recommend

Deep Learning

by Ian Goodfellow

Designing Data-Intensive Apps

by Martin Kleppmann

Clean Code

by Robert C. Martin

Attention Is All You Need

Vaswani et al.

The Pragmatic Programmer

by David Thomas

Pattern Recognition

by Christopher Bishop

Media

Podcasts & Channels I Follow

Lex Fridman Podcast

AI Coffee Break

Two Minute Papers

Machine Learning Street Talk

Pricing

Work With Me

Starter

$500/project

Perfect for small projects

  • Simple chatbot
  • Basic RAG setup
  • 1 week support
Get Started

Enterprise

Custom

Tailored solutions

  • Full consulting
  • Team training
  • Custom architecture
  • Ongoing support
Contact Me
FAQ

Frequently Asked Questions

What is an AI Agent?
An AI agent is an autonomous system that can perceive its environment, make decisions, and take actions to achieve specific goals using AI/ML techniques.
How long does a typical project take?
Depending on complexity, projects range from 2 weeks for simple chatbots to 3+ months for enterprise multi-agent systems.
Do you offer ongoing support?
Yes! All packages include some support, and extended maintenance plans are available.
What technologies do you specialize in?
LangChain, LangGraph, CrewAI, OpenAI, Anthropic, FastAPI, Python, and various vector databases.
Can you work with my existing codebase?
Absolutely! I regularly integrate AI capabilities into existing systems and legacy codebases.
Achievements

Milestones & Awards

Hackathon Winner

1st place at AI Innovation Challenge 2023 for multi-agent research system.

10K+ GitHub Stars

Combined stars across all open-source projects and contributions.

Top Graduate

Dean's List and distinction in Computer Science program.

Featured on Hacker News

AI agent project reached #1 on Show HN.

50+ Clients Served

Successfully delivered AI solutions to startups and enterprises.

1000+ Blog Readers

Monthly readers on technical AI blog posts.

Languages

Languages I Speak

Bengali

Native

English

Fluent

Hindi

Fluent

Japanese

Learning

Travel

Places I've Explored

Tokyo
Himalayas
Delhi
Goa
Mumbai
Kyoto
Kerala
Kolkata
Singapore
Bali
Hobbies

What I Do For Fun

Chess

Strategic thinking and pattern recognition.

Gaming

Strategy games and indie puzzlers.

Photography

Street photography and nature shots.

Running

Morning jogs to clear the mind.

Music

Music That Fuels My Code

Coding Playlists

  • Lo-Fi Hip Hop Beats
  • Classical Piano
  • Ambient Electronic
  • Jazz Instrumentals
  • Synthwave/Retrowave
  • Nature Sounds

"Music is the shorthand of emotion." Leo Tolstoy

The right soundtrack can turn a 10-hour coding session into a flow state experience.

Quotes That Inspire Me

"The only way to do great work is to love what you do."

Steve Jobs

"Artificial intelligence is the new electricity."

Andrew Ng

"The best way to predict the future is to invent it."

Alan Kay

"Talk is cheap. Show me the code."

Linus Torvalds

Goals

My 2024 Goals

75%

Launch AI SaaS

Building an AI-powered productivity tool.

40%

100 GitHub Stars

Growing open-source presence.

60%

Write 12 Blog Posts

Monthly technical content.

Community

Community Involvement

Tech Talks

Speaking at local meetups about AI agents and LLMs.

Mentoring

Helping junior developers transition to AI/ML careers.

Open Source

Maintaining several open-source AI libraries.

Technical Writing

Creating tutorials and documentation for AI tools.

University Workshops

Conducting AI workshops for CS students.

Discord Communities

Active in LangChain and AI developer communities.

Side Projects

Weekend Experiments

AI Art Generator

Experimenting with Stable Diffusion and style transfer.

In Progress

Music Recommendation AI

Personalized playlist generator using embeddings.

Completed

Trading Bot

AI-assisted market analysis (paper trading only!).

Paused

Smart Home Assistant

Local LLM-powered home automation.

In Progress

Book Summarizer

RAG-based system for summarizing and querying books.

Completed

Language Tutor

Conversational AI for practicing Japanese.

In Progress
Wishlist

Tech I'm Excited About

Embodied AI

AI for Science

World Models

Secure Agents

My Work Philosophy

Quality Over Quantity

I'd rather ship one excellent feature than ten mediocre ones.

Always Learning

The AI field moves fast. Continuous learning is non-negotiable.

Collaboration First

Great products are built by great teams working together.

Approach

How I Solve Problems

1

Understand

Deep dive into the problem space. Ask questions. Research.

2

Decompose

Break complex problems into smaller, manageable parts.

3

Prototype

Build quick prototypes to validate assumptions.

4

Iterate

Refine based on feedback. Continuous improvement.

5

Deliver

Ship robust solutions with documentation and tests.

Soft Skills

Beyond Technical Skills

Communication

Clear explanation of complex topics.

Problem Solving

Analytical and creative approach.

Teamwork

Collaborative and supportive.

Time Management

Efficient and deadline-oriented.

Why Me

What Sets Me Apart

Deep Specialization

Focused exclusively on AI agents and LLM applications.

Research-Driven

Always implementing the latest techniques from papers.

Production Focus

Building systems that scale and perform in real-world scenarios.

Clear Communication

Explaining complex AI concepts in simple terms.

Agile Mindset

Adapting quickly to changing requirements.

Genuine Passion

This isn't just a jobit's what I love doing.

Compare

AI Solutions Comparison

Feature Simple Chatbot RAG System Multi-Agent
Context Window Limited Extended via Retrieval Dynamic Context
Data Integration Basic Document-based Multi-source
Reasoning Single-turn Query-focused Complex Planning
Tool Use Limited Extensive
Scalability High Medium Customizable
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Availability

Current Status

Available for New Projects!

I'm currently accepting new clients for AI agent development, RAG systems, and LLM consulting.

Response Time: Usually within 24 hours

Let's Talk
Location

Where I'm Based

Kolkata, India

Time Zone: IST (UTC+5:30)

Working Hours Overlap

  • US East: 4+ hours overlap
  • UK: 5+ hours overlap
  • Europe: 5+ hours overlap
  • Australia: 5+ hours overlap

Flexible with async communication for all time zones!

Vision

My Vision for AI's Future

Human-AI Collaboration

AI that amplifies human creativity and decision-making, not replaces it.

Accessible AI

Powerful AI tools available to everyone, not just big tech companies.

Safe & Aligned

Agents that reliably follow human intentions and values.

Resources

Free Resources I've Created

LangChain Cheatsheet

Quick reference guide for LangChain development.

Download

RAG Architecture Guide

Visual guide to building RAG pipelines.

Download

Agent Starter Template

Boilerplate code for building AI agents.

Download

Prompt Engineering Tips

50+ prompting techniques that work.

Download

Vector DB Comparison

Feature comparison of popular vector databases.

Download

AI Agent Course Outline

Free curriculum for learning agent development.

Download
Code

Code Snippets I Love

Simple LangChain Agent

from langchain.agents import create_openai_agent
agent = create_openai_agent(llm, tools, prompt)
result = agent.invoke({"input": query})

FastAPI Endpoint

@app.post("/chat")
async def chat(query: Query):
    response = await agent.arun(query.text)
    return {"response": response}
Collaboration

How I Like to Work

Communication Preferences

  • Regular async updates via Slack/Discord
  • Weekly sync calls for complex projects
  • Detailed documentation for handoffs
  • Quick Loom videos for demos

Project Management

  • Agile sprints with clear milestones
  • GitHub Projects for task tracking
  • Code reviews for all changes
  • Transparent progress reporting
Industries

Industries I've Worked With

Legal Tech

Healthcare

FinTech

E-commerce

EdTech

Enterprise

Startups

Media

My Guarantee

100% Satisfaction Guarantee

If you're not happy with my work, I'll make it right or refund your payment. No questions asked.

Press

Featured In

Hacker News

Dev.to

Medium

AI Twitter

Results

Client Transformations

Before: Manual Document Processing

Team spending 40+ hours/week on document review.

After: AI-Powered Automation

Processing time reduced by 85%. Team focused on high-value tasks.

Before: Basic Chatbot

FAQ bot with 30% resolution rate.

After: Intelligent Agent

Multi-tool agent with 85% autonomous resolution.

Wisdom

Today's Thought

"The measure of intelligence is the ability to change."

Albert Einstein

Ready to Build Something Amazing?

Let's discuss how AI agents can transform your business. I'm just one message away.

Contact

Let's Connect!

I'm always excited to discuss new projects, creative ideas, or opportunities to be part of your vision. Let's build something amazing together!