
Zeerak Naveed
Machine Learning | Computer Vision | IT Operations
Salary / Daily rate
Seoul, South Korea
Freelance, open to permanent contract
Skills
Languages
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.
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