Hey, I'm Parth šŸ‘‹

I’m an AI Engineer focused on machine learning and data engineering, building scalable tools for real-world applications.

I enjoy writing technical articles, solving problems, and collaborating with curious minds. Outside work, you'll likely find me with a book or exploring nature.

Here, you'll find my portfolio, articles, projects.

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Latest Articles

References and Insight notes.
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Projects

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Distributed Cloud Infrastructure: Kubernetes Scheduling and Performance Analysis

Advanced research on container orchestration, custom scheduling policies, and workload interference in distributed cloud environments.

Architect3D: Improving the Mask Quality for Open-Vocabulary Pipelines

Adapting state-of-the-art 3D instance segmentation for architectural scenes with 13.8x class scaling on ScanNet++.

Privacy-Preserving Machine Learning with Medical Images

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

Multimedia Information Retrieval Techniques

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

Comparitive Study of Gradinet Clipping Techniques

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

Patter Recognition Algorithms

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

Loan Approval Prediction

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

Ali Scraper

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

background

A Python package which makes very simple to run things in the background of a python application, be it a CLI app, or a web app