Dementia EEG ML Thesis
MSc Thesis · Imperial College LondonDeveloping closed-loop non-invasive brain stimulation intervention for dementia.
EEG time-series analysisLinear SVMAlzheimer's classificationBiomarker discoveryUp to 77.1% balanced accuracy
03MISSION_LOGS
Mission Logs
A record of the systems built and teams led — from research labs to enterprise GenAI delivery.
Leading GenAI solution design and implementation for enterprise clients, including scalable multimodal agentic Graph RAG architectures for operational intelligence and knowledge discovery.
Enterprise GenAI architecture
MultiModal Agentic Graph RAG
Team leadership
AI delivery at scale
Client-facing consulting
measurable_impact
- Architected agentic Graph RAG for operational intelligence
- Led GenAI delivery across enterprise client engagements
- Translated ambiguous business problems into deployable architectures
LangGraphGraph RAGMultimodal AICloud AISystem Design
07ACADEMIC_SIGNAL
Academic Signal
Foundations in applied machine learning and computer engineering.
Oct 2022 – Oct 2024
Imperial College London
PGDip / MSc-level Applied Machine Learning
Applied ML, deep learning, and research-grade modelling.
London, UK
Nov 2018 – May 2022
Gujarat Technological University
Bachelor of Computer Engineering
Foundations in computer engineering and software systems.
Ahmedabad, India
08RESEARCH_FOOTPRINT
Research Footprint
Peer-reviewed and thesis-level work spanning neuroscience and computer vision.
A Survey on Vision-based Elder Fall Detection
Springer LNEEUsing Deep Learning Models.
Deep learningComputer visionElder safetyFall detection