SemiRestore
An AI-assisted system for restoring degraded, single-channel semiconductor scanning electron microscope images.
Model development · Restoration pipeline · Inference · ValidationRésumé / Web edition
Akhilesh Kancharla
I work across machine learning, computer vision, data pipelines, and the engineering systems that make experimental work reliable and useful.
Focus
- Machine learning and computer vision
- Data pipelines and backend systems
- Reliable AI and experimental evaluation
- Sensor-driven navigation systems
Selected work
Vantage
A placement-management system that turns irregular academic records into auditable eligibility and recruitment workflows.
Data pipeline · Data model · REST APIs · Experimental evaluationIntelligent Dead Reckoning
An applied navigation project exploring smartphone sensor data when GNSS positioning becomes unavailable.
Sensor acquisition · Feasibility study · System architectureEducation
Mahatma Gandhi Institute of Technology
B.Tech, Computer Science and Engineering
Undergraduate study in computer science with project work spanning machine learning, backend systems, and applied engineering.
IIT Madras
B.Sc., Data Science
Parallel study in data science, statistics, programming, and computational problem solving.
Technical toolkit
Python · PyTorch · FastAPI · Flask · PostgreSQL · SQL · Android · Git · Linux