Curriculum Vitae
PhD researcher in AI for computational pathology at the University of Amsterdam and the Netherlands Cancer Institute. Below is a summary — the full CV is available as a PDF.
Education
PhD Candidate, Artificial Intelligence
Sep 2021 – PresentUniversity of Amsterdam · ICAI AI for Oncology Lab
Deep representation learning on histopathology images to assess risk of recurrence in breast and ovarian cancers.
MS by Research, Electrical Engineering
Jul 2019 – Aug 2021Indian Institute of Technology Delhi · GPA 9.0/10
Major in deep learning for computer vision.
BE, Electronics & Communication Engineering
Jul 2014 – Jul 2018Nitte University, Karnataka · GPA 8.03/10
Major in signal processing, information theory, and digital communication systems.
Experience
PhD Candidate
Sep 2021 – PresentThe Netherlands Cancer Institute
Developing deep-learning models to validate clinical hypotheses in breast and ovarian cancer histopathology, in collaboration with pathologists — quantifying biomarkers and modeling survival and outcome.
AI Advisor (product development)
Nov 2025 – PresentDiligent Global
Guiding the product team on AI strategy and methodology, from feasibility assessment to incorporation into customer-facing services.
Consultant (computer vision)
Nov 2020 – Mar 2021Rayreach Technologies
Built deep-learning models to identify personal protective equipment and face masks on factory floors.
R&D Engineer
Aug 2018 – Nov 2018Skanray Healthcare
Designed hardware and firmware for power delivery, sensory acquisition, and pneumatic actuation of a turbine-based critical care ventilator.
Selected projects
Dundi — AI assistant for Sanskrit scripture study
A domain-specific conversational assistant for the Upanishads, Bhagavad Gita, and Brahma Sutras, with retrieval over verse-keyed commentaries; shipped to production, reaching several hundred active users.
AutoComply — Ingredient compliance intelligence
A B2B platform determining cosmetic ingredient status by market (EU CosIng, India CDSCO/BIS, US MoCRA), grounding LLM outputs in official regulation via a RAG layer.
itsper — Intra-tumoral stroma percentage computer
A command-line utility to compute the tumor-stroma ratio biomarker from tissue segmentations, developed at the AI for Oncology lab.
Chaos — Lorenz attractor watch face for Watchy (ESP32)
A real-time 3D Lorenz attractor rendered on e-ink — accepted by the Watchy (SQFMI) team and featured in the official gallery. The animation on this site's homepage is the same simulation.