How I Built a Fake UPI Screenshot Detector using OCR & FastAPI
A deep dive into the engineering decisions behind a fraud detection system, analyzing image manipulation artifacts using Tesseract and Python.
Writing & Research
Technical
Insights.
Flask vs FastAPI: Benchmarking for AI Applications
When deploying machine learning models, async I/O matters. Here is a performance breakdown between Flask and FastAPI under heavy ML inference loads.
Optimizing Matrix Operations for Faster Model Inference
Exploring mathematical hacks and linear algebra shortcuts to reduce computational overhead in statistical models.
Building End-to-End Machine Learning Systems
Why Jupyter Notebooks are not enough. A guide to transitioning from exploratory data analysis to production-ready deployment.