Instrument

Python

Code Reading: 10/10 · Code Writing: 9/10 | Type: Multi-Paradigm, Scripting, Scientific & AI Engineering

Code reading: 10/10 · Code writing: 9/10 — core language for deep learning architectures, asynchronous web microservices, computer vision pipelines, and test suites.

Reading: 10/10·Writing: 9/10

PythonAsyncIOuvPydanticPyTorchOpenCV

Expert hands-on mastery in Python (Code reading: 10/10, Code writing: 9/10). Deep understanding of asynchronous event loops (asyncio, uvloop), memory-efficient tensor allocations in PyTorch, C-extension interfaces, type annotations (mypy, Pydantic), and modern packaging with uv.

Where this has actually been used

Projects

Zero-Shot & Open-Vocabulary Visual Tracking Suite
Tracker Failure Simulator — Visual Multi-Object Tracking & Evaluation Lab
Quantitative Algorithmic Trading & Reinforcement Learning Lab (PoC)
NEED — Neuro-Evolution for Effective Decision
ResumeHR — Agentic Candidate Screening & Knowledge Distillation
NAVIROX — Autonomous Unmanned Vessel CV & 360° LiDAR Fusion POC

Publications

A Convolutional Neural Network-based Framework for the Assessment of Human Muscles

Experience

Technical Lead & Solutions Architect at QBS Co.

Products

VERSEYE
AJEEK

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