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About me

About Me

Hey folks! I'm Musadiq, a CSE-AIML junior at PES University, Bangalore. As a curious and driven learner, I'm passionate about all things AI and Machine Learning, with a growing interest in deep learning, reinforcement learning, and explainable AI.

I enjoy diving into new tech, picking up hands-on experience, and learning through real-world applications. Along the way, I love connecting with like-minded individuals and sharing knowledge as we grow together in this ever-evolving field.

I'm always on the lookout for exciting opportunities to upskill and make meaningful contributions.

  • PES University – B.Tech in Artificial Intelligence and Machine Learning (2022–2026)
  • BGS PU College – Pre-University (PCMC, 2020–2022)
    • Grade: 98.5% (State 8th Rank, 591/600)
  • Vidyanidhi Public School – ICSE (2010–2020)
    • Grade: 93%

Skills & Technologies

Programming Languages

PythonC++CJavaJavaScriptHTMLCSS

Databases & Tools

MongoDBMySQLGitDockerPyCharmVS CodeGitHubGoogle ColabKaggle

ML Libraries & Frameworks

TensorFlowPyTorchPandasNumPyScikit-learnNLTKOpenCVHugging Face

Web Development

Node.jsExpressReactNext.jsHTMLCSS

My Projects

  • KG RAG CrimeFilm

    Knowledge Graph-enhanced RAG system for in-depth analysis of crime film narratives.

    Tech Used: Knowledge Graph, RAG, LLAMA 3.1, Neo4j , Ollama
  • KAN-based Brain Tumor Classification

    This project explores the use of Kolmogorov-Arnold Networks (KANs) as an alternative to Convolutional Neural Networks (CNNs) for classifying brain tumors from MRI images.

    Tech Used: KANs, MRI
  • Multi Modal Meme Virality Prediction using HGNNs

    A multimodal meme virality predictor that integrates image, text, and metadata through ensemble learning and Hypergraph Neural Networks to classify memes as viral or non-viral.

    Tech Used: HGNNs, CLIP, BERT
  • ReTweetify: Explaining & Rewriting Turkish Hate Speech

    Classify, explain, and rewrite Turkish hate speech tweets using BERT, SHAP, and LLaMA with PEFT fine-tuning.

    Tech Used: Python, Pandas, Transformers, SHAP
  • Spotify DBMS

    A full-stack music streaming database system with user/admin views, search, and authentication features.

    Tech Used: MySQL, React.js , JavaScript
  • SnapIT

    A sleek web app for image sharing, using webcam access and MongoDB for user data.

    Tech Used: MongoDB, Node.js , jQuery
  • Face Recognition Attendance System

    Face detection and recognition using OpenCV and Tkinter with a custom GUI.

    Tech Used: Tkinter, OpenCV
  • FlowFree Solver

    Solves FlowFree puzzles using Z3 constraint solver and automation.

    Tech Used: Z3-Solver, OpenCV
  • Chess.com AI

    Uses Stockfish engine and automation to make optimal chess moves on Chess.com.

    Tech Used: StockFish, OpenCV
  • Sudoku Solver

    Automates Sudoku solving and enters the solution into online platforms.

    Tech Used: OpenCV, Pytessearct
  • Jumpy NEAT

    Evolving AI agents to master a dynamic jump-based platformer using the NEAT algorithm.

    Tech Used: NEAT, PyGame
  • Sorting Visualizer

    A web-based tool to visualize various sorting algorithms in real-time.

    Tech Used: JavaScript
  • Maze Generator & Solver

    Generates mazes and solves them using Dijkstra's algorithm or manual navigation.

    Tech Used: Processing
  • Calendar (Microservice)

    A Calendar microservice application for teams to manage and share events.

    Tech Used: Docker, Microservice
  • Social Network Manager

    A simple C program to manage a social network, visualize connections, and score friends.

    Tech Used: GraphViz, C
  • Cellular Automata Visualizer

    Interactive visualizations of cellular automaton simulations built in Processing.

    Tech Used: Processing, Automata
  • Piano Tiles Bot

    Automates playing the Piano Tiles game using image recognition and keyboard simulation.

    Tech Used: PyAutogui, PyWin32
  • MonkeyType Bot

    A Python script that types on MonkeyType website without being detected as a bot.

    Tech Used: PyAutogui, Selenium

Research Papers

Comparative Analysis of Traffic Accident Detection with Emphasis on Explainability of Dl Models

Computer Vision · Machine Learning · Image Classification · Deep Learning · Explainable AI

Utilized traditional ML and deep learning models including CNN, LSTM, and YOLOv8 to classify traffic accident images, with SHAP-based interpretability for enhanced decision transparency.

View Paper

Beyond Loyalty and Betrayal: A Knowledge Graph-Enhanced RAG System for Crime Film Insights and Analysis

Knowledge Graphs · Retrieval-Augmented Generation (RAG) · Film Analysis · Natural Language Processing

Developed a Knowledge Graph and RAG system for analyzing crime films, enabling nuanced question answering and thematic exploration beyond factual retrieval.

View Paper

Let's Connect

I'm currently looking for new opportunities. Feel free to reach out for collaborations, questions, or just to say hi!

kmusadiqpasha@gmail.com
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