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Projects

Commercial work. Production systems. Real impact.

Talentix Career Engine
Talentix • Consulting

Graph-Powered Career Recommendations

Built career pathing engine for personalized career navigation.

  • Graph theory-based recommendation system
  • Vertical, lateral, and pivot path suggestions
  • Two-layer AI matching: vector search + semantic reranking
  • High-precision role recommendations
Python Graph Theory FastAPI Vector Search React AWS
SwipeIt • Consulting

Real-Time Transaction Processing

Built microservices platform for rewards and transactions.

  • Real-time transactional data processing
  • Search engine for rewards catalog
  • Location tracking with geofence functionality
  • 20% accuracy improvement in location services
Python Microservices Real-time Location APIs
Contact Detection System
Research Project

Real-Time Sports Analytics with Computer Vision

Deep learning model for American football contact detection.

  • Benchmarked SVM, ResNet, EfficientNet architectures
  • Deployed YOLOX for superior accuracy
  • Custom data augmentation and hyperparameter tuning
  • 15% precision improvement
Python Keras YOLOX Computer Vision Deep Learning
Research Project

Hybrid Search with Advanced Ranking

Django-based search engine with intelligent ranking.

  • TF-IDF and BM25 ranking algorithms
  • Hybrid search techniques
  • Custom weighting strategies
  • 20% search relevance improvement
Python Django Bootstrap NLP IR

Want to Build Something?

Email: sssartaj.04@gmail.com