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Sharif-Abusad/README.md

πŸ‘‹ Hi, I'm Sharif Abusad

AI/ML Engineer Β· Data Scientist

Building production-ready AI applications using Machine Learning, Deep Learning, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and Agentic AI.



πŸš€ About Me

  • πŸ€– AI/ML Engineer passionate about solving real-world problems with AI
  • πŸŽ“ Completed BCA from Shibli National College, Azamgarh (Batch 2023–2026) β€” CGPA 8.8
  • 🏫 Currently pursuing MCA (Online) from Lovely Professional University, specializing in AI/ML
  • 🧠 Building intelligent systems using LLMs, RAG, and Agentic AI
  • ⚑ Experienced with FastAPI, LangChain, LangGraph, TensorFlow, and Scikit-learn
  • πŸ“š Currently learning MLOps, Docker, AWS, and scalable AI deployment
  • 🌱 Open to AI/ML Engineer, GenAI Engineer, and Applied AI roles

πŸ’» Tech Stack

Languages

Python SQL

Machine Learning

Scikit-learn XGBoost Feature Engineering Time Series Forecasting Model Evaluation Hyperparameter Tuning

Deep Learning

TensorFlow Keras CNN LSTM Transfer Learning

NLP

Transformers Sentence Embeddings Text Preprocessing TF-IDF Bag of Words Word2Vec Semantic Search Text Classification

Generative AI & Agentic AI

LangChain LangGraph RAG Hugging Face Sentence Transformers ChromaDB FAISS Prompt Engineering AI Agents Ollama

Backend

FastAPI REST APIs Pydantic Async Programming

DevOps

Git GitHub DVC Docker Linux Render


🌟 Featured Projects

πŸ€– DocMind β€” Intelligent RAG Chatbot

Production-ready Retrieval-Augmented Generation chatbot capable of answering questions over uploaded PDF documents using context-aware retrieval.

Highlights: PDF ingestion pipeline Β· ChromaDB vector store Β· LangGraph workflow orchestration Β· Threaded conversations Β· Tool calling Β· Streaming responses Β· SQLite checkpointer Β· FastAPI backend

Stack: Python FastAPI LangChain LangGraph ChromaDB Sentence Transformers SQLite

πŸ“‚ Source Β· πŸš€ Live Demo


πŸŽ™οΈ Meeting Intelligence

AI meeting assistant that transforms meetings, YouTube videos, and audio recordings into searchable knowledge.

Highlights: Audio transcription Β· Meeting summarization Β· Action item extraction Β· Decision extraction Β· Semantic search Β· RAG-based question answering

Stack: Python FastAPI Faster-Whisper LangChain ChromaDB Sentence Transformers

πŸ“‚ Source


πŸ“ AI Blog Writing Agent

Autonomous AI agent that researches topics, creates outlines, writes complete blogs, and performs iterative self-review before generating publication-ready Markdown.

Highlights: Multi-step LangGraph workflow Β· Autonomous research Β· AI outline generation Β· Self-review loop Β· Markdown export Β· Configurable writing style

Stack: Python LangGraph LangChain Ollama Llama 3 FastAPI

πŸ“‚ Source


🌦️ AtmoSense β€” Weather Forecasting System

End-to-end weather forecasting platform using Machine Learning and Deep Learning for rainfall and temperature prediction.

Highlights: XGBoost rainfall prediction Β· LSTM temperature forecasting Β· Feature engineering Β· REST API Β· Historical weather preprocessing

Stack: Python FastAPI Scikit-learn XGBoost TensorFlow Pandas

πŸ“‚ Source Β· πŸš€ Live Demo


🎬 CineMatch β€” Content-Based Movie Recommender

Content-based movie recommendation engine powered by NLP techniques and TMDB metadata.

Highlights: TF-IDF vectorization Β· Cosine similarity Β· TMDB metadata pipeline Β· FastAPI backend Β· Real-time recommendations

Stack: Python Scikit-learn FastAPI Pandas TMDB API TF-IDF

πŸ“‚ Source Β· πŸš€ Live Demo


❓ Quora Duplicate Question Detection

Semantic similarity classifier that predicts whether two questions are duplicates using NLP feature engineering and supervised learning.

Highlights: Text preprocessing Β· TF-IDF & Word2Vec Β· Semantic similarity features Β· Machine learning classification Β· FastAPI inference API

Stack: Python Scikit-learn Pandas NLTK Word2Vec

πŸ“‚ Source Β· πŸš€ Live Demo


πŸ“Š GitHub Statistics


πŸ“š Currently Learning

MLOps AWS Kubernetes CI/CD Advanced Agentic AI Distributed AI Systems


⭐ Thanks for visiting my profile!

"Building intelligent AI systems that solve real-world problems."

Pinned Loading

  1. weather-forecasting-system weather-forecasting-system Public

    AI-powered weather forecasting web app built with FastAPI, featuring real-time meteorological data via Open-Meteo API, next-hour temperature prediction using an Encoder-Decoder BiLSTM model (MAE Β±1…

    Jupyter Notebook 1

  2. movie-recommender-system-complete movie-recommender-system-complete Public

    Built a full-stack Movie Recommendation System with FastAPI and Streamlit that delivers personalized content-based recommendations using TF-IDF while integrating the TMDB API for real-time movie se…

    Python

  3. rag-chatbot rag-chatbot Public

    ✦ DocMind β€” Chat with your PDFs using RAG. Built with FastAPI, LangGraph, Groq (LLaMA 3.3 70B) and FAISS. Supports web search, live stock prices, and calculator tools. Persistent chat history with …

    Python

  4. duplicate-question-pairs duplicate-question-pairs Public

    NLP-based Quora Duplicate Question Detection using Feature Engineering, Bag-of-Words, Word2Vec, and Machine Learning.

    Jupyter Notebook

  5. Meeting-Intelligence Meeting-Intelligence Public

    Production-ready AI Meeting Intelligence platform featuring multilingual transcription, LLM-powered summarization, structured meeting insights, and Retrieval-Augmented Generation (RAG) chat.

    Python

  6. blog-writing-agent blog-writing-agent Public

    Multi-stage LLM pipeline for technical blog generation β€” LangGraph orchestration, FastAPI service layer, Streamlit UI. Covers NLP-driven planning, retrieval-augmented research, and structured-outpu…

    Jupyter Notebook