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Sharif-Abusad/README.md

πŸ‘‹ Hi, I'm Sharif Abusad

AI/ML Engineer / 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) with CGPA of 8.8
  • 🏫 Currently persuing MCA (Online) from Lovely Professiional University (With specialization 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

πŸ“‚ Source Code β€’ πŸš€ Live Demo

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

Highlights

  • PDF ingestion pipeline
  • ChromaDB vector store
  • LangGraph workflow orchestration
  • Threaded conversations
  • Tool Calling
  • Streaming Responses
  • SQLite Checkpointer
  • FastAPI Backend

Tech Stack

Python β€’ FastAPI β€’ LangChain β€’ LangGraph β€’ ChromaDB β€’ Sentence Transformers β€’ SQLite


πŸŽ™οΈ Meeting Intelligence

πŸ“‚ Source Code

AI Meeting Assistant that transforms meetings, YouTube videos, and audio recordings into searchable knowledge.

Highlights

  • Audio transcription
  • Meeting summarization
  • Action item extraction
  • Decision extraction
  • Semantic Search
  • RAG-based Question Answering

Tech Stack

Python β€’ FastAPI β€’ Faster-Whisper β€’ LangChain β€’ ChromaDB β€’ Sentence Transformers


πŸ“ AI Blog Writing Agent

πŸ“‚ Source Code

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
  • Autonomous research
  • AI outline generation
  • Self-review loop
  • Markdown export
  • Configurable writing style

Tech Stack

Python β€’ LangGraph β€’ LangChain β€’ Ollama β€’ Llama 3 β€’ FastAPI


🌦️ AtmoSense β€” Weather Forecasting System

πŸ“‚ Source Code β€’ πŸš€ Live Demo

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

Highlights

  • XGBoost rainfall prediction
  • LSTM temperature forecasting
  • Feature Engineering
  • REST API
  • Historical weather preprocessing

Tech Stack

Python β€’ FastAPI β€’ Scikit-learn β€’ XGBoost β€’ TensorFlow β€’ Pandas


🎬 CineMatch β€” Content-Based Movie Recommender

πŸ“‚ Source Code β€’ πŸš€ Live Demo

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

Highlights

  • TF-IDF vectorization
  • Cosine Similarity
  • TMDB metadata pipeline
  • FastAPI backend
  • Real-time recommendations

Tech Stack

Python β€’ Scikit-learn β€’ FastAPI β€’ Pandas β€’ TMDB API β€’ TF-IDF


❓ Quora Duplicate Question Detection

πŸ“‚ Source Code β€’ πŸš€ Live Demo

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

Highlights

  • Text preprocessing
  • TF-IDF & Word2Vec
  • Semantic similarity features
  • Machine Learning classification
  • FastAPI inference API

Tech Stack

Python β€’ Scikit-learn β€’ Pandas β€’ NLTK β€’ Word2Vec


πŸ“Š GitHub Statistics


πŸ† GitHub Trophies


πŸ“ˆ Contribution Graph


πŸ“š Currently Learning

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

πŸ“ž Connect With Me


⭐ 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