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Vinit Singare

@vinitsingare

Backend Developer focused on resilient systems, including a 39-endpoint Spring Boot marketplace API and an agricultural supply chain dApp.

India

Message

What I'm looking for

I'm focused exclusively on designing resilient, production-grade backend systems.

I built AgriChain, a blockchain-powered agricultural supply chain platform, with smart contracts for role-based access across four supply-chain roles. I also implemented an item lifecycle and REST APIs connecting the React app with the blockchain.

For my multi-vendor e-commerce project, I built a Spring Boot REST API with 39 endpoints. I implemented JWT authentication, role-based access control, Stripe payments, and Cloudinary image delivery.

On News Daily AI with Discord Bot, I deployed a fake-news detection pipeline and dashboard. I fine-tuned DistilBERT and curated hyper-local Indian news data to address dataset bias.

At Adverk Technology, I built a student-performance prediction model using Decision Tree and Random Forest classifiers. I also handled data preprocessing and evaluated the models using classification metrics.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

Adverk Technology

Feb 2025 - Apr 2025 (2 months)

Built an ML model predicting student performance on the UCI dataset using Decision Tree and Random Forest classifiers, achieving up to 70% accuracy. Performed data preprocessing, EDA, and feature correlation analysis using Pandas.

Machine Learning Decision Trees Random Forest Pandas data preprocessing EDA Feature Importance ML Evaluation Metrics