Shaheryar Nadeem

Software and AI engineer with Python backend, API, and machine-learning experience.

Builds

FastAPI services, RAG/LLM applications, and computer-vision inference pipelines backed by PostgreSQL, Redis, Qdrant, and Docker. Integrates model inference into application services, with working knowledge of system design, reliability, observability, data structures, and algorithms.

Background in Mechatronics Engineering and MS Data Science.

Freelance ML / AI Engineer at Fiverr (2024 – Present)

Project-Based

• Developed Python machine-learning and computer-vision solutions across ~18 project-based engagements, owning requirements, data preparation, model development, evaluation, and delivery independently.
• Built a Flask REST service around a networked IP camera for real-time AI inference and wrote client-facing integration documentation.
• Implemented an AI currency detection and counting system using dual YOLO models; debugged duplicate detections by tuning NMS behavior to improve counting accuracy.
• Developed and optimized inference pipelines for object detection, OCR, and image analysis with performance testing; used Google Colab GPUs for model experimentation and local API workflows for inference.

Machine Learning Intern at Signaxes (2024-07 – 2024-08)

• Built object-detection models end to end (data preparation, annotation, training, evaluation) to automate visual inspection: missing or crushed sachets on syrup bottles, irregular bottles, and worker mask violations.
• Developed Python image-processing and automation pipelines that supported the detection workflow.

Master in Data Science – Institute of Business Administration (IBA), Karachi (2025-08)

BS in Mechatronics Engineering – SZABIST, Karachi (2020 – 2024)