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Hey, I’m Jyotirmaan 👋

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Computer Science Engineering student passionate about Generative AI, Large Language Models, and agentic systems.

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CGPA: 8.25SRM UniversityGraduating 2025

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Featured Projects

Showcasing my work in AI and innovative solutions

Generative AICompleted

Resume Tailoring Agent

An AI-powered multi-agent system that automatically customizes resumes for specific job descriptions using CrewAI and OpenAI API with sophisticated PDF parsing capabilities.

Key Highlights:

  • →Developed deep learning word context pipelines for AI agents to understand job requirements and candidate profiles
  • →Implemented multi-agent collaboration where specialized agents analyze job descriptions, extract key skills, and tailor resume content

Tech Stack:

PythonCrewAIOpenAI APIPDF ParsingMulti-Agent Systems
→ View Code
Generative AIAugust 2025

PDF Search with RAG Pipeline

A Retrieval-Augmented Generation (RAG) system that enables semantic search through PDF documents using local embeddings via LM Studio.

Key Highlights:

  • →Built a complete RAG pipeline with PDF upload, semantic search, and local embeddings for privacy-focused document processing
  • →Implemented vector storage and similarity search using 768-dimensional embeddings with nomic-embed-text-v1.5 model

Tech Stack:

PythonStreamlitLangChainLM StudioRAGVector Database
→ View Code
Generative AISpring 2025

Trip Planning Agentic System

Built a travel assistant agent using Crew AI that automates itinerary generation based on user preferences like budget, destination, and travel dates.

Key Highlights:

  • →Integrated multiple specialized agents (flight searcher, hotel recommender, activity suggester) into a collaborative workflow using the Crew AI framework
  • →Used LLMs to dynamically generate personalized travel plans, incorporating real-time data from third-party APIs and user inputs

Tech Stack:

CrewAIPythonLLMsAPIs
→ View Code
Generative AISpring 2025

Latest AI News Aggregator

Designed and deployed an agentic workflow using Crew AI to collect, summarize, and categorize the latest news on AI and machine learning.

Key Highlights:

  • →Built specialized agents for scraping articles, LLM-powered summarization, and categorical classification (e.g., LLMs, policy, research)
  • →Used LangChain-compatible tools with Crew AI to improve modularity and response accuracy

Tech Stack:

CrewAIPythonLangChainGoogle Studio
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💬 Want to know more?Ask the chatbot above for detailed information about any project!

Technical Writing

Sharing insights about AI, machine learning, and software engineering

AI & Machine Learning7 min read

ReAct: Teaching AI to Think Before It Acts

December 15, 2024

How combining reasoning with action is revolutionizing AI agents

#ReAct#AI#Reasoning#Agents
→ Read on Medium
AI & Machine Learning9 min read

The Hidden Science Behind AI Agentic Lessons from Building Production Systems

December 10, 2024

Insights from developing and deploying agentic systems in production environments

#Agentic Systems#Production#AI#Development
→ Read on Medium
AI & Machine Learning6 min read

Demystifying AI: Your First Steps into Machine Learning and Language Models

December 5, 2024

A beginner's guide to understanding AI, machine learning concepts, and language models

#AI#Machine Learning#Beginner#LLMs
→ Read on Medium

Read More Articles

I’m actively writing about AI, LLMs, and agentic systems. Check out more of my technical writing:

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