Zeerak Naveed

Machine Learning | Computer Vision | IT Operations

Salary / Daily rate

Seoul, South Korea

Freelance, open to permanent contract

Skills

PythonTensorFlowData ScienceMachine LearningKerasGitGrafanaNumPypandasscikit-learnPyTorchGoogle Cloud PlatformRabbitMQSQL QueriesC++Adobe IllustratorJiraData Analysis

Languages

English (Native)Hindi (Native)Urdu (Native)

About me

Intro

ML Engineer & Computer Vision specialist with quantum computing expertise and startup experience. Developed hybrid quantum-classical pipelines achieving SOTA accuracy, led agri-tech startup securing $3K+ funding, and managed 24/7 IT operations at Ericsson. Expert in PyTorch, TensorFlow, and system optimization for cutting-edge AI solutions.

Links

Work experience

Graduate Research Assistant - Communications and Quantum Information Lab

Kyung Hee University

Mar 2023 - Mar 2025

2 years 1 month

Yongin-si, Gyeonggi-do, South Korea

• Developed a hybrid quantum-classical image classification pipeline achieving comparable accuracy across SOTA image classification models (ResNet, Inception, Vision Transformers). • Managed IT inventory and software installations to support lab research. • Conducted experiments integrating parametrized quantum circuits with classical machine learning for error mitigation. • Optimized and accelerated the hybrid pipeline for efficient performance.

L1 Operations Engineer

Ericsson

Sep 2021 - Mar 2023

1 year 7 months

Islamabad, Islamabad Capital Territory, Pakistan

• Collaborated in a 24/7 cross-hierarchical team to troubleshoot and resolve system issues within SLA, serving as Incident Manager in Q2 2022. • Configured system monitoring dashboards in MITO and Grafana, set up alarms in Zabbix, and identified security breaches using IBM QRadar and Nessus. • Provided first-level support for Ericsson VAS and second-tier support for Veon-Jazz Access Management, resolving critical business user issues. • Proficient in LinuxOS and ITIL processes, including event, incident, change, access, and problem management. • Created comprehensive incident and root cause analysis reports, ensuring alignment with KPIs.

Co-Founder

Easy Kasht Startup - National Science and Technology Park

Jan 2021 - Oct 2021

10 months

Islamabad, Islamabad Capital Territory, Pakistan

• Co-founded an agri-tech startup under the NSTP Hatch-8 incubation program, focusing on IoT-based solutions for agriculture. • Procured IT equipment to support drone-integrated systems for crop yield estimation and soil moisture analysis. • Developed deep neural networks for object detection, achieving 89.1% mean average precision. • Engineered drone-integrated systems for crop yield estimation and soil moisture analysis, with computer vision models for data processing. • Secured PKR 120,000 in funding from the Higher Education Commission for prototype development and IT infrastructure setup.


Education

Kyung Hee University

Master of Engineering - MEng

2023 - 2025

2 years 1 month

National University of Sciences and Technology (NUST)

Bachelor of Engineering - BE

2017 - 2021

3 years 11 months

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