Engineering notes from production & research
Problem context, patterns learned, and what shipped—written like an internal tech blog. Drafts mapped from real work; depth and visuals will grow over time.
FinTech Data Pipeline at Scale
Digiflux Technologies · 2024 – Present
How 50+ serverless scrapers keep market and compliance data flowing for millions of users.
Conversational AI for Meal Subscriptions
Digiflux Technologies · 2024 – Present
LangChain + LLMs powering subscription support for 125K+ customers with 90%+ intent accuracy.
HealthTech Workforce Operations Platform
Digiflux Technologies · 2024 – Present
A management layer that cut operational friction by 40% for 44K+ healthcare workers.
Hybrid CNN+LSTM Sales Forecasting
Digiflux Technologies · 2024 – Present
When classical time-series models plateau, hybrid deep learning can capture complex demand patterns.
ForeSight — IT Project Risk Prediction (Hackathon)
AI-Manthan Hackathon · 2024
A 24-hour build: ML risk signals, dashboards, and a deployable monorepo—Top 10 at AI-Manthan.
AI-Driven Exam Paper Quality Assessment
CHARUSAT Research · 2023 – 2024
NLP that scores question-paper quality against Bloom's taxonomy—98.04% accuracy, Springer ICTIS 2024.
Small Object Detection in Aerial Imagery
CHARUSAT Research · 2023 – 2024
YOLOv8 variants for tiny birds in drone frames—benchmarked for real-world ecology and surveillance use cases.