About
ML Engineer with hands-on experience building multimodal vision pipelines, LLM applications, and end-to-end data systems. Proficient in Python, PyTorch, and transformer-based architectures — including Grounding DINO, Grounded-SAM, and YOLO — for real-world vision understanding tasks. Experienced in fine-tuning and deploying models via Hugging Face, building large-scale ETL pipelines on AWS, and translating unstructured visual and sensor data into structured, production-ready outputs. Strong focus on code quality, evaluation rigour, and building systems that work under real-world constraints.
Skills & Expertise (51)
Work Experience
RPA Developer Intern
UiPath
Sep 2023 - Nov 2023
Designed automated RPA workflows, increasing processing throughput by 80% and reducing manual intervention.
Java Developer Intern
Affy Informatics
Sep 2021 - Jan 2022
Developed 10+ custom GUI components using Java Swing, streamlining data input workflows and improving average user productivity by 50%.
Cloud Architect Intern
AWS Academy
May 2023 - Jul 2023
Architected AWS cloud solutions (EC2, S3, VPC) and optimised storage retrieval, reducing infrastructure costs by 15%.
Data Analyst / ML Engineer Intern
Klimashift
Jan 2026 - Present
Built an end-to-end multimodal visual intelligence pipeline using PyTorch, YOLO, Grounding DINO, and Grounded-SAM to automatically detect, segment, and catalogue commercial electrical equipment from raw image frames — eliminating manual inventory effort and enabling structured output extraction at scale. Designed and deployed a Non-Intrusive Load Monitoring (NILM) machine learning model for energy disaggregation; engineered robust ETL pipelines to extract, clean, and transform large-scale time-series datasets hosted on AWS, with automated quality assurance and regression tracking. Engineered a data-driven sanctioned load calculator using Python and PostgreSQL to process minute-level power telemetry, computing Maximum Demand Indicators and empirical demand factors to optimise commercial client load recommendations by up to 40%. Translated complex energy datasets and regional equipment profiles into comprehensive technical reports, directly supporting client decision-making on cost-saving electrical strategies.
Data Analytics Intern
Alteryx Sparked
Dec 2022 - Feb 2023
Automated end-to-end data pipelines using Alteryx and built interactive dashboards, cutting processing time from multiple days to under 1 hour.
Teaching Assistant
ABV IIITM
Aug 2024 - Jan 2026
Conducted lab sessions and tutorials for over 100 students across data structures and algorithms courses; designed assessments and provided structured academic support.
Education
M.Tech, IT (Wireless Network and Computing) - IIIT Gwalior
2024 - · Afghanistan
B.Tech, CSE (Data Science & Machine Learning) - ITM University
2020 - 2024 · Afghanistan
Certifications
Process Mining
Celonis · 2024
AWS Cloud Architect
AWS Acedemy · 2023
Data Analytics
Alteryx · 2023
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Skills (51)
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