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JayeshMahajan8055/README.md

Portfolio

Jayesh Mahajan Banner

๐Ÿ‘‹ Hi, I'm Jayesh Mahajan

AI & ML Engineer | Generative AI | Deep Learning | NLP | RAG Systems


๐ŸŒ Connect With Me


๐Ÿ™‹โ€โ™‚ About Me

  • ๐ŸŽ“ B.E in Artificial Intelligence & Machine Learning โ€“ PES Modern College of Engineering
  • ๐Ÿค– Aspiring Data Science & AI Engineer with hands-on experience in Machine Learning, NLP, Deep Learning & RAG
  • ๐Ÿ”ฌ Skilled in statistical modeling, LLM-based retrieval systems, generative AI & transformers
  • ๐ŸŒฑ Currently learning: Advanced LLMs, Fine-tuning, Vector Databases, and Multimodal AI
  • ๐Ÿ’ผ Open to opportunities in AI/ML Engineering, Data Science, and GenAI roles
  • ๐Ÿ“Œ Passionate about building scalable, explainable & research-driven AI systems

๐Ÿง  Technical Skills

Additional Skills:

  • LLMs (Llama 3, OpenAI), RAG, LangChain, LlamaIndex
  • FAISS, ChromaDB
  • NLTK, spaCy, Transformers
  • EasyOCR, Object Detection (YOLOv8)
  • Flask, FastAPI, Streamlit
  • EDA, Feature Engineering, Model Optimization

๐Ÿš€ Projects

Domain Project Description Tech Stack Code
๐Ÿค– Agentic AI (Multimodal) MIRA โ€“ Multimodal Intelligent Reasoning Agent An autonomous multimodal AI agent that extracts content, detects intent, and executes tasks intelligently across text, images, PDFs, and audio. FastAPI, Python, Tesseract OCR, PyPDF2, pdf2image, Whisper STT, LangChain, HuggingFace Transformers, Ollama (Llama 3.2 / Mistral), HTML/JS ๐Ÿ”— View
๐ŸŽฅ Multimodal Generative AI StoryTails โ€“ AI Text-to-Video Generator End-to-end AI storytelling pipeline that converts text stories into animated videos using LLM-based scene extraction and diffusion-based video generation with neural voice narration. Python, Llama 3, SDXL, Stable Video Diffusion, Coqui XTTS, Streamlit, FFmpeg ๐Ÿ”— View
๐Ÿง  LLM + RAG (Generative AI) Smart Legal Assistant โ€“ AI RAG Chatbot (LegalTech Domain) AI-driven legal assistant using RAG architecture to retrieve relevant legal documents and generate context-aware responses using the local LLaMA 3.1 model with efficient document chunking. Python, LangChain, ChromaDB, Groq LLaMA 3.1, Streamlit ๐Ÿ”— View
๐Ÿ’ฌ NLP Text Summarization Tool Developed hybrid extractiveโ€“abstractive summarization system using BERT and T5 with NLP preprocessing and real-time evaluation using BLEU metrics. Python, NLTK, spaCy, Transformers (BERT, T5), Flask ๐Ÿ”— View
๐Ÿ‘ Computer Vision Number Plate Detection System Real-time license plate detection using YOLOv8 with OCR and regular expression-based validation for increased accuracy. YOLOv8, OpenCV, EasyOCR, Python ๐Ÿ”— View
๐ŸŒฟ CNN (Deep Learning Vision) PlantSpecialist โ€“ Plant Disease & Species Classifier CNN-based image classifier to detect disease and plant species using image recognition and augmented datasets. Python, TensorFlow/PyTorch, OpenCV/PIL (Image Processing) ๐Ÿ”— View
๐Ÿ“ˆ Machine Learning Bank Marketing Campaign Classification ML pipeline for customer conversion prediction using structured data, EDA, feature engineering, model optimization, and full evaluation (Accuracy, ROC-AUC, F1 Score). Python, Pandas, Scikit-learn, Matplotlib, Seaborn ๐Ÿ”— View
๐Ÿ“Š Data Analysis & BI Banking Campaign Insights Dashboard Power BI dashboard to analyze campaign performance, customer segmentation, and conversion trends for strategic decision-making. Power BI, SQL, Excel (Preprocessing), Python ๐Ÿ”— View

๐Ÿ† Achievements

  • ๐Ÿค– ML Intern โ€“ Symbiosis Institute of Geoinformatics (May 2025 โ€“ Aug 2025)
  • ๐Ÿ›ฐ Built ML pipelines on MIMIC-IV healthcare data improving accuracy by 7%
  • โ˜ OCI Data Science Professional โ€“ Oracle
  • ๐Ÿ”ฎ OCI Generative AI Professional โ€“ Oracle
  • ๐Ÿ“˜ Data Visualization โ€“ TATA Forage
  • ๐Ÿ‘จโ€๐Ÿซ Software Engineering โ€“ TATA Forage


โœ Todayโ€™s Quote


๐Ÿ’™ Thanks for visiting! Happy Coding!

Pinned Loading

  1. Text_Summarization_Tool_-NLP- Text_Summarization_Tool_-NLP- Public

    Text Summarization Tool (NLP) A Python-based summarizer supporting both extractive (NLTK) and abstractive (BERT) methods. Uses NLP preprocessing like tokenization, stopword removal, and sentence raโ€ฆ

    Python 1

  2. Bank_Marketing_Term_Deposit_prediction Bank_Marketing_Term_Deposit_prediction Public

    This project analyzes the Bank Marketing dataset to predict whether a client will subscribe to a term deposit.The workflow includes data loading, preprocessing, EDA, feature engineering, and buildiโ€ฆ

    Jupyter Notebook

  3. Number_Plate_Detection- Number_Plate_Detection- Public

    Real-time vehicle number plate detection using YOLOv8 with OCR and regex-based text extraction.

    Python

  4. StoryTails-AI- StoryTails-AI- Public

    AI-powered storytelling system that converts text into animated videos using Llama 3 for scene extraction, SDXL diffusion for visuals, and XTTS for narration.

    Python

  5. Marketing_Campaign_Insights Marketing_Campaign_Insights Public

    MarketingCampaignInsights is a data-driven analytics project that predicts customer responses to banking marketing campaigns, providing actionable insights for customer targeting and business decisโ€ฆ

    Jupyter Notebook

  6. MIRA-Multimodal-Intelligent-Reasoning-Agent MIRA-Multimodal-Intelligent-Reasoning-Agent Public

    MIRA is an AI agent capable of understanding and processing text, images, PDFs, and audio inputs. It intelligently extracts content, detects user intent, and performs the correct task automaticallyโ€ฆ

    Python