Innovation & Work

What I have built
and contributed to.

Not a job listing. A record of real innovations — products, platforms, and research that didn't exist before.

01 Product Innovation

From concept to commercial product.

Active

AI-Driven Health Monitoring Systems

Inventor / Lead Researcher

Applying machine learning to continuous physiological sensor data — moving healthcare monitoring from threshold-based alerts to predictive, personalised health intelligence.

  • Biosensors
  • Machine Learning
  • IoT
  • Active Research
Active

Biosensor Miniaturisation for Point-of-Care

Lead Engineer / Inventor

Advancing miniaturisation of biological sensing platforms — making clinical-grade measurement accessible outside hospital settings, targeting emerging markets with limited infrastructure.

  • Biosensor Design
  • MEMS
  • Point-of-Care
  • Active
Ongoing

Connected Cardiac Monitoring Devices

Engineering Lead

Design and deployment of consumer-grade IoT devices connected to cloud monitoring platforms — blood pressure, ECG, and multi-parameter sensors — for chronic disease management across APAC.

  • Medical IoT
  • Cloud Platform
  • Hypertension
  • Ongoing
Ongoing

Global B2B Medical Device Connectivity Platform

Innovator / Programme Lead

Expanding the interoperability of medical-grade devices into the wider digital health ecosystem — integrating with telemedicine platforms, mobile health applications, enterprise cloud infrastructure, and B2B digital health solution providers. The goal is a connected layer where a clinically validated device is not a standalone product but a trusted data source within any digital health workflow, globally.

  • Medical Devices
  • B2B Integration
  • Telemedicine
  • Cloud & API
  • Ongoing
02 Research & Science

The scientific foundation.

Completed

PhD Research — Lipid Bilayer Biosensors

Researcher (First Author) · SOKENDAI / Institute of Molecular Science

Doctoral research in fabricating supported lipid bilayer biosensors using synchrotron radiation etching and femtosecond laser ablation. Designed microelectrode substrates at nanometre tolerances for studying biological membrane response to chemical and electrical stimuli.

  • Biosensors
  • Synchrotron Physics
  • Microfabrication
  • Biophysics
Completed

Custom Neuroscience Instrumentation

Research Engineer · NUS / A*STAR / Duke-NUS

Designed and built custom instruments for neuroscience labs — an optogenetic stimulation and ion-channel recording platform for zebrafish, and behavioural assay systems for studying learning and memory circuits in Drosophila. End-to-end: optics, electronics, firmware, software.

  • Optogenetics
  • Zebrafish
  • Drosophila
  • Custom Instruments
Completed

Peer-Reviewed Publications

Author / First Author

Peer-reviewed papers in Current Biology, Japanese Journal of Applied Physics, IEEE Sensors Journal, Chemical Physics Letters, Nanomedicine, and SPIE Proceedings. Spanning biosensors, neuroscience, microfabrication, and applied AI.

  • Current Biology
  • IEEE Sensors
  • SPIE
03 Platform & Systems

Infrastructure that scales.

Completed

Healthcare Data Platform — Multi-Market APAC

Engineering Lead / Architecture Owner

Cloud-native data platform handling millions of patient device readings across Singapore, Japan, Hong Kong, Thailand. Real-time telemetry processing, clinical data integrity, multi-jurisdiction compliance (PDPA, PIPA, HIPAA-aligned), and B2B API integrations.

  • AWS
  • Cloud-Native
  • Medical Data
  • Multi-Jurisdiction
Completed

AI/ML Diagnostics Pipeline

Engineering Lead

End-to-end pipeline for AI-assisted health diagnostics — from sensor data ingestion through feature engineering, model inference, clinical output formatting, and physician review workflow. 17+ AI and data POCs shipped to production in regulated healthcare environments.

  • AI Agents
  • MLOps
  • Clinical Integration
Completed

Vehicle Tracking System — SMS-Based

Lead Engineer / Designer

Built a vehicle tracking system for Bangladesh's infrastructure-limited environment using SMS-based data transmission — functioning wherever cellular text reached when mobile data did not. A constraint-driven innovation that worked in the actual operating environment.

  • GPS Tracking
  • SMS Protocol
  • Constraint-Driven
  • Bangladesh
Active

Personal AI Agent Infrastructure

Builder / Operator

Running personal AI agent infrastructure to stay close to production failure modes. Suite of autonomous agents for research, financial intelligence, and DevOps automation. Running this personally teaches what enterprise AI actually needs — not what polished demos suggest.

  • LLM Orchestration
  • AI Agents
  • Production Systems
04 Ecosystem Building

Building beyond products.

Ongoing since 2006

Biggani.org — Science Communication in Bengali

Founder & Editor-in-Chief

Founded Biggani.org (বিজ্ঞানী.org) in 2006 — a Bengali-language science communication platform featuring 230+ profiles of scientists, researchers, and science communicators. A two-decade commitment to making science accessible to 300 million Bengali-speaking people. Curiosity has no language barrier.

  • Active since 2006
  • 230+ Profiles
  • Bengali
  • Science Communication
Ongoing

Founder Institute — Healthcare Mentoring

Mentor · Healthcare Domain

Mentor at Founder Institute for healthcare and health technology ventures — helping early-stage founders navigate the intersection of product development, regulatory requirements, and commercial viability in digital health and medical technology.

  • Mentoring
  • Healthcare Startups
  • Founder Institute
Completed

Governing Intelligent Medical Devices

Author

A 9-chapter professional book on AI regulation in medical devices — covering FDA guidance, EU MDR, the AI Act, and practical risk management frameworks for engineering teams working in regulated healthcare environments.

  • Book
  • AI Regulation
  • FDA · EU MDR
  • Medical Devices

Interested in collaboration, advisory, or working together? Get in touch →