Aditya PatelSelected Work
Nine builds across machine learning, data engineering, IoT and the web. Each one written up properly: the problem, the approach, the architecture and what came out the other end.
9 projects
- 2026ML
MedFusion-Diff
Conditional diffusion model synthesising brain tumour MRIs.
- Training slices
- ~9.5K
- 2026Data Eng · Web
Global Market Lab
Bloomberg Terminal-style analytics across 84 global instruments.
- Instruments covered
- 84
- 2025ML · Data Eng
SynMedix AI
Distributed EHR processing with 50K+ synthetic patient records.
- Throughput over serial baseline
- 3×
- 2024ML
Multimodal GAN
Generating realistic multimodal patient records with GANs.
- Training diversity improvement
- ~40%
- 2026ML · Data Eng
Chaos Arbitrageur
Predicting equity impact from physical supply-chain shocks.
- Live alerts on the globe
- 200+
- 2026ML · Web
JobPilot
A 24/7 multi-agent system that finds and tailors job applications.
- After three-layer dedup
- 4.7K → 627
- 2025Data Eng
AMFI ETL Pipeline
Automated data pipeline for Indian mutual fund regulatory data.
- Regulatory reporting cycle
- Automated
- 2023IoT
SHEMS
IoT system for real-time residential energy monitoring.
- Monitoring latency
- Real-time
- 2022Web
Investor Marketplace
Full-stack marketplace connecting startups with angel investors.
- User roles with distinct access
- 2
Open SourceBuild in public
Some of this is public.
Two of the writeups above link straight to the source. The rest are private for now — client work, builds that are still moving, and datasets I am not free to redistribute. The profile holds the older projects, coursework and experiments.
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