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Talal Nafees

@talalnafees

Message

I build AI pipelines and Linux systems that improve performance, classification, and resource management.

Pakistan

Message

What I'm looking for

I'm looking for an AI or systems development role where I can apply C, Python, Linux, parallel computing, and deep learning to practical engineering problems.

I've built a Linux workload optimization daemon in C that inspects /proc process metadata, applies CPU affinity, and protects critical development workloads from resource contention.

For a smart-city CCTV violence detection pipeline, I used TensorFlow/Keras, MobileNetV2, and LSTM models to classify Normal, Violence, and Weaponized footage, achieving 98.3% test accuracy and a 0.983 weighted F1-score. I've also designed Dask-based parallel data processing workflows with a 2.70× speedup over sequential Pandas, while completing my final year of a Bachelor's in Artificial Intelligence at the University of Sialkot.

Experience

Work history, roles, and key accomplishments

Team Manager

Imran & Co.

Aug 2024 - Aug 2026 (2 years)

Managed operational workflows, production schedules, and manufacturing standards. Handled supply chain logistics, business registration documentation, and digital resource management to scale internal operations. Coordinated between production teams and clients to ensure quality control and timely execution.

Production Scheduling Supply Chain Logistics Quality Control

AI Engineer & Systems Developer

University of Sialkot

Aspiring AI engineer and systems developer with a strong foundation in low-level systems programming, parallel computing, and deep learning pipeline deployment. Currently in the final year of a Bachelor's in Artificial Intelligence.