CS @ FAST NUCES Lahore
📍 Lahore, Pakistan
I build ML systems end-to-end — from raw feature engineering and model training to orchestrated pipelines, containerized deployments, and production-ready backends. My work sits at the intersection of applied machine learning, MLOps, and full-stack mobile development.
I'm particularly drawn to problems where the data is messy, the constraints are real, and the solution has to actually ship.
- 🏆 Top 5 — CodeRush GDC ITU 2026 ML Competition (OOF Macro-F1: 0.741)
- 🥉 3rd Place — Build with AI Hackathon, GDGOC 2026
- 🎓 Currently pursuing BSc Computer Science (graduating Jun 2027)
- 📖 AWS Academy Graduate — Cloud Foundations
| Competition | Result | Stack |
|---|---|---|
| CodeRush GDC ITU 2026 ML Competition | Top 5 | LightGBM · XGBoost · CatBoost · Scikit-learn |
| Build with AI Hackathon — GDGOC | 3rd Place | Next.js · TypeScript · Turso · Gemini API |
CodeRush: Engineered 174 features across 16,776 records via bag-level aggregation. Built a multi-seed ensemble with 5-fold CV across 25 runs, optimizing decision thresholds to hit OOF Macro-F1 of 0.741. Repo Link: CodeRush
Build with AI: Built SyncGuard in a timed hackathon — an AI decision-intelligence platform that detects conflicting commitments across startup teams using Gemini-powered conflict detection.
TrendVerse — Multimodal Social Media Trend Forecasting
PyTorch CLIP (ViT-B/32) HDBSCAN MLflow DVC Airflow Docker AWS Prophet
Replaced KMeans with CLIP embeddings + HDBSCAN for semantically coherent image clustering. Full Airflow-orchestrated pipeline, containerized with Docker, deployed on AWS, with Prophet-based virality forecasting.
ViseNotes — Cross-platform Voice Notes App
Flutter FastAPI Speech-to-Text REST
Cut transcription time by 87.5% (5-min audio: ~20 min → under 2.5 min) via async pipeline design and API batching.
Automer — Smart Android Automation
Java Android Firebase
Context-aware automation with location-based mode switching, voice-triggered emergency activation, and intruder detection with Firebase cloud sync.
Job Recruitment System — Full-stack Hiring Platform
React.js Node.js RESTful APIs
Role-based access for 3 user types across the full hiring lifecycle, with concurrent multi-role session management.
ML / AI
Languages
Backend & Mobile
DevOps / Cloud
Databases
