Estimating Battery State of Health using Machine Learning
Published research focused on data-driven battery condition assessment.
Chief Design Engineer at Metcon Hi-Tech Solutions, specializing in electric mobility systems, laboratory quality and engineering software. Previously, I managed the eMobility R&D Center at LUMS, leading testing and validation of electric powertrains, lithium-ion battery packs and complete electric vehicles.
My work connects product engineering with implementation: ISO/IEC 17025 laboratory readiness, embedded measurement systems, battery analytics and professional EV training. Based in Lahore, I build practical systems that move electric mobility from prototype to validated performance.
Led design and validation of electric powertrains for two- and three-wheeler vehicles at LUMS, including component sizing, battery selection and swappable battery integration. Validated 72V drive units and 4.5 kW motor systems against speed, gradient and range targets.
Initiated ISO/IEC 17025 accreditation readiness for an EV testing laboratory through quality management systems and SOPs. At Metcon Hi-Tech Solutions, I develop embedded measurement interfaces, dynamometer solutions, LIMS and data acquisition integrations.
Analyzed swappable battery performance and operational data, developing predictive approaches for maintenance and scheduling. Co-authored IEEE-published work on battery state-of-health estimation using machine learning.
Deliver advanced EV design and engineering training as a Visiting Master Trainer at PITAC, translating powertrain architecture, simulation and compliance requirements into practical capability for engineers.
Contributed to USAID-NREL guidance for electric two- and three-wheelers and charging infrastructure in Pakistan, connecting technical validation with market-ready standards and deployment needs.
Chief Design Engineer | May 2026 - Present
Manager | Sep 2021 - Apr 2026
MS Industrial Engineering & Management | 2022 - 2023
BS Electrical Engineering | 2016 - 2020
Engineering practice supported by published research, standards work and hands-on technical systems. My focus is measurable EV performance, battery health, safe test infrastructure and deployable electric mobility.
Published research focused on data-driven battery condition assessment.
Contributor to Pakistan-focused vehicle and charging infrastructure guidance.
Evidence-based analysis using Pakistan economic indicators and labour force survey data.
Engineering system for lifecycle traceability from assembly through customer warranty.