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Sourav-10x/README.md

πŸ‘‹ Hi, I'm Sourav Mahanty

πŸ€– AI/ML Developer | Generative AI & Agentic AI Enthusiast

I'm a Computer Science Engineering student specializing in Artificial Intelligence & Machine Learning, passionate about building intelligent systems and turning AI concepts into practical applications.

My interests include Machine Learning, Deep Learning, Generative AI, LLMs, Agentic AI, NLP and AI-powered automation. I enjoy experimenting with emerging technologies, building projects from scratch and continuously improving my development skills.


πŸš€ What I'm Currently Doing

πŸ”­ Working on: LLM-powered applications, AI Agents & automation

🀝 Looking to collaborate on: AI/ML, Generative AI & innovative software projects

🌱 Currently learning: RAG, Agentic AI & advanced AI applications

πŸ’¬ Ask me about: Python, Machine Learning, LLMs, OpenAI, CrewAI, Hugging Face & n8n

⚑ Fun fact: I enjoy turning AI ideas into working projects and experimenting with new technologies.


🧠 Tech Stack

πŸ‘¨β€πŸ’» Languages

Python Java SQL

πŸ€– AI / Machine Learning

Machine Learning Deep Learning NLP Scikit Learn TensorFlow PyTorch Keras NumPy Pandas SciPy Matplotlib

🧠 Generative AI & LLMs

Generative AI LLMs OpenAI Hugging Face CrewAI Agentic AI

βš™οΈ AI Automation & Application Tools

n8n Gradio Flask

πŸ› οΈ Developer Tools

Git GitHub VS Code


πŸ’Ό Experience

πŸ“Š Data Science Intern β€” Celebal Technologies

Jun 15, 2026 – Aug 15, 2026

  • Worked on Data Science and Machine Learning tasks through hands-on internship assignments.
  • Applied data science concepts to practical problem-solving and project-based tasks.
  • Worked through data-driven workflows including data preprocessing, analysis, model development and evaluation.
  • Strengthened practical knowledge of Python, data analysis, machine learning and model evaluation.
  • Participated in weekly learning sessions and technical activities throughout the internship.
  • Gained experience working in a professional, project-oriented data science environment.

πŸ€– AI/ML Intern β€” TECHIBLE, IIT Jammu

Jun 2025 – Aug 2025

  • Worked with modern AI technologies and explored LLM-powered applications and AI agents.
  • Developed AI-powered systems for academic automation and career guidance.
  • Worked with multi-agent AI architectures for resume analysis and skill mapping.
  • Built and demonstrated AI applications using Gradio and Flask.
  • Explored AI automation workflows integrating LLMs and multi-agent systems.

πŸš€ Featured Projects

🧠 Alexa β€” AI-Powered RAG Study Assistant

RAG-based AI study assistant that lets users upload study documents and ask context-aware questions. Supports document Q&A, summarization, flashcards, quizzes, and key-concept extraction.

πŸ”—Live Demo: πŸ”— Try Alexa

Tech: Python β€’ FastAPI β€’ RAG β€’ Generative AI β€’ Scikit-learn β€’ HTML/CSS/JavaScript


πŸ€– Career Coach β€” Multi-Agent AI

An AI-powered career assistant built using a multi-agent architecture.

Features:

  • πŸ“„ Resume Analysis
  • 🎯 Skill Gap Identification
  • πŸ’Ό Job Recommendations
  • πŸ“š Course Recommendations
  • πŸ€– Specialized AI Agents

Tech: Python β€’ CrewAI β€’ LLMs β€’ Generative AI


πŸ“° News Text Summarizer β€” Seq2Seq

A deep learning system for automatic news article summarization.

Implemented:

  • Encoder-Decoder Architecture
  • Bahdanau Attention
  • Luong Attention
  • NLP preprocessing
  • Automatic text summarization

Tech: Python β€’ Deep Learning β€’ NLP β€’ Seq2Seq β€’ Attention Mechanisms


πŸƒ Human Activity Recognition

A machine learning/deep learning system that classifies activities such as walking, running and sitting using wearable sensor data.

Tech: Python β€’ Machine Learning β€’ Deep Learning β€’ NumPy β€’ Pandas β€’ Scikit-learn


🌐 Connect With Me


πŸ’‘ Building with AI. Learning every day. Turning ideas into reality.

Pinned Loading

  1. Career_Coach-Using-Crewai Career_Coach-Using-Crewai Public

    Python

  2. Human_Activity_RecognitionModel Human_Activity_RecognitionModel Public

    Forked from SatChittAnand/Human_Activity_RecognitionModel

    Human Activity Recognition (HAR) model classifies physical activities like walking, running, or sitting using sensor data from wearables (accelerometers/gyroscopes). Built with ML/DL models, this p…

    Jupyter Notebook

  3. Seq2Seq-model-newspaper-text-summarization Seq2Seq-model-newspaper-text-summarization Public

    Forked from SatChittAnand/Seq2Seq-model-newspaper-text-summarization

    Jupyter Notebook

  4. Celebal_Technologies_DS_Internship Celebal_Technologies_DS_Internship Public

    Jupyter Notebook

  5. AI_TASK_AUTOMATOR AI_TASK_AUTOMATOR Public

    Jupyter Notebook

  6. Libraray-Loan-Management-System Libraray-Loan-Management-System Public

    Java