Hey, I'm Parth 👋

I am a software engineer specializing in the intersection of machine learning and data engineering.

I enjoy writing technical articles, reading books, working out, photography, music mixing, and spending quality time with friends.

On this site, you can explore my portfolio, the articles I've written, the projects I've worked on, and learn more about me.

Latest Articles

References and Foundational Insights.

Indexing with Inverted Files

Text Retrieval Methods

Fundamentals of Text Retrieval

Open-source projects I've worked on over the years.

Performance and Privacy analysis of Opacus and Fast Differential Privacy in Medical Imaging.

Transformed data into insights with classifier evaluation, Lucene indexing, NLP, embeddings, RAG, and decision tree visualizations.

A Comparative Study of Gradient Clipping Techniques in Differentially Private Stochastic Gradient Descent (DP-SGD).

Implemented algorithms with perceptron, classification, regression, boundary detection, image restoration, and deep neural network feature design.

Prediction of loan approval based on applicant details using logistic regression model.

A free, open url scraper for Ali Express integrated with Google Spreadsheet helping drop-shipping business.