/readme

Introduction, biography and personal manifest.

I'm Shaheer, a final-year AI student who's been building actual systems for the past two years. MLOps pipelines, RAG architectures, backend APIs, computer vision apps. Mostly at companies that needed them to work. I'm not the type to stop at getting something running. I'll get it working, then go read the paper behind it to understand why. That habit has made me a better engineer than any tutorial did. I've done my best work in the deep end in unfamiliar frameworks, Hackathons helped me, so did shipping things and having to fix them. What I'm looking for: a team working on problems hard enough that the answer isn't obvious. Somewhere that cares about the work, not just the output.

Based in Karachi. Open to on-site and remote roles in AI/ML engineering and backend

Dependencies (Skills)

Machine Learning Deep Learning GenAI & LLMs RAG Systems AI Agents Computer Vision Backend Engineering Django FastAPI Docker PostgreSQL Redis Python TypeScript Azure

/experience

Career changelog and roles.

Data Science Intern

Dec 2025 - Feb 2026

10Pearls

  • Architecting serverless end-to-end ML pipeline for real-time AQI forecasting, integrating external APIs for automated data ingestion and implementing preprocessing workflows for time-series environmental data.
  • Developing multi-model training framework with Hopsworks feature store for experiment tracking and version control.
  • Building continuous retraining pipeline using GitHub Actions triggered by new API data, enabling automated model updates and deployment in serverless production environment.

ML Intern

Jun 2025 - Aug 2025

Resolve (Research Solutions and Ventures)

  • Built legal document querying system using RAG (Retrieval Augmented Generation) architecture with hybrid retrieval combining semantic and keyword search.
  • Engineered document processing pipeline handling 300+ pages legal documents using Langchain and ChromaDB vector database.
  • Achieved 85%+ accuracy in legal query responses through prompt engineering and retrieval optimization.

AI Intern

Aug 2024 - Oct 2024

Arcana Info Pvt Ltd

  • Developed chronic kidney disease prediction models using IBM watsonx.ai and scikit-learn, implementing end-to-end ML pipeline from data preprocessing to model evaluation.
  • Created interactive business intelligence dashboards using IBM Cognos Analytics to visualize healthcare data trends and model performance metrics.

/projects

Index of 12 repositories. Hover to preview details.

Neural Search Engine

Visual Product Retrieval. Content-based image retrieval system using MobileNetV2 for feature extraction, PCA for dimensionality reduction, and FAISS for similarity search. Includes K-Means clustering and Linear SVM classification for product categorization.

TensorFlowMobileNetV2FAISSScikit-learnStreamlit

MCP Research Server

Academic Paper Assistant. Intelligent research tool combining Gemini AI with Model Context Protocol servers (arXiv, web fetch, filesystem). Organizes papers by topic in structured JSON, provides natural language search, and includes pre-built research prompts.

PythonGemini APIMCParXiv APIFastMCP

NutriScan

AI Food Recognition. Computer vision app identifying Pakistani foods with custom CNN (PyTorch). Deployed on Azure ML with REST API, MongoDB for nutrition data, and Streamlit frontend. 80%+ accuracy across 6 food categories.

PyTorchAzure MLMongoDBStreamlit

AirChess

Gesture-Controlled Chess. Computer vision chess game using MediaPipe hand tracking for touchless piece control. Features full chess logic including castling and en passant, AI opponent, and overlay interface combining webcam feed with game board.

PythonOpenCVMediaPipePygame

ExplainHub

AI Code Analysis Tool. Built with React and TypeScript, combining Gemini 2.0 AI with static code analysis to instantly explain any GitHub repository. Generates architecture diagrams using Mermaid.js, provides contextual chat, and features interactive file exploration with smart caching.

ReactTypeScriptGemini 2.0Mermaid.jsTailwind CSS

Resume Optimizer

AI Resume Tailoring. Next.js app that uses Gemini AI to auto-tailor resumes to job descriptions. Integrates GitHub API to select relevant projects, generates match scores, and exports ATS-friendly PDFs. Privacy-focused with browser-only storage.

Next.jsTypeScriptGemini AIPDF processingTailwind CSS

BudgetBuddy

RAG Document Assistant. Q&A system for Pakistan's federal budget using RAG architecture. Processes 300+ page documents with LangChain and LLaMA-3-8B, achieving 85%+ answer accuracy.

LangChainMeta LLaMA-3RAGStreamlit

Heart Disease Prediction

MLOps Pipeline. End-to-end ML pipeline with automated retraining using GitHub Actions and Hopsworks. XGBoost model with batch inference and continuous updates from user data.

XGBoostGitHub ActionsHopsworksMLOps

Inventory Tracker

Multi-Store Backend. Scalable inventory API evolving from SQLite to PostgreSQL with Redis caching, WebSocket sync, API authentication, and RBAC. Docker-ready with comprehensive audit logging.

FastAPIPostgreSQLRedisDockerWebSockets

ReverseAI

LinkedIn Prompt Decoder. Streamlit app that reverse-engineers AI-generated LinkedIn posts to reveal the original prompts. Uses Gemini API for pattern recognition and prompt reconstruction.

StreamlitGemini APIPython

NoCap

Real-Time Fact Checker. Browser extension (Firefox + Chrome) with context menu integration for instant fact-checking. Right-click any text to verify claims using Gemini API. Manifest V2/V3 compatible.

JavaScriptGemini APIBrowser Extension APIs

Emotions from Text

Sentiment Analysis. LSTM-based sentiment classifier deployed as a web app. Trained on text data to predict emotional tone, with saved tokenizer and label encoder for consistent inference.

TensorFlow/KerasLSTMStreamlitPython

/education

Academic background and degrees.

Dawood University of Engineering and Technology

2022 - 2026

Bachelor of Science in Artificial Intelligence

  • Microsoft Learn Student Ambassador
  • Co-Founder, DevBiradri Tech Community
  • Technical Lead @ IEEE Computer Society

/credentials

Certifications and licenses.