Muhammad Muneeb Faraz

Muhammad Muneeb Faraz

Associate Data Scientist
Pakistan
English, Urdu
Full-time On-site

About Me

Associate Data Scientist at Paysys Labs with experience in fraud detection, anomaly analysis, computer vision, and AI systems. Skilled in Python, SQL, Apache Spark, Apache Hudi, PyTorch, TensorFlow, OpenCV, FastAPI, Dock…

Experience

Associate Data Scientist

Paysys Labs · Karachi , Sindh , Pakistan
Nov 2025 - Present · 11 months

<p>Built a fraud management system using clustering to detect anomalous merchant behavior and transaction patterns.</p><p> Built Spark/Hudi (Bronze/Silver/Gold) pipelines feeding calibration models to tune rule weights and clustering to surface new rule candidates, both based on false-negative (missed fraud) patterns.</p><p> Built CSR Tools, a multi-channel support automation system (WhatsApp, Slack, Jira, voice agent) on a local LLM.</p><p> Finetuned a Roman Urdu neural TTS model, rewriting the grapheme-to-phoneme rule engine and cleaning a 150k-entry pronunciation dictionary.</p>

Computer Vision Engineer

The Disrupt Labs · Karachi , Sindh , Pakistan
Jun 2025 - Oct 2025 · 3 months

<p>Designed, trained, and deployed YOLOv11 models in production for industrial monitoring systems.</p><p> Built CV pipelines monitoring 200+ live camera streams for factory compliance using GroundingDINO, SAM, and YOLO.</p>

Skills

Python SQL Apache Spark Apache Hudi Pandas NumPy PyTorch TensorFlow Scikit-Learn OpenCV YOLOvX SAM Vision-Language Models HuggingFace Transformers LangChain RAG Pipelines MCP (Model Context Protocol) FAISS ChromaDB FastAPI Docker
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