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Aniket User

@aniketuser1

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MCA candidate and full‑stack developer with ML experience and strong project delivery.

India

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What I'm looking for

I seek a role combining full‑stack development and applied ML where I can build scalable products, work on research-driven features, and grow into technical leadership.

I am a Master of Computer Applications candidate with hands‑on experience building full‑stack web applications using React, Node.js, Express and MongoDB, and practical machine learning work in federated learning and model fine‑tuning. I have led projects that integrate APIs, interactive visualizations and responsive front‑end design, and I delivered a decentralized learning framework achieving 94.22% accuracy while reducing communication cost.

I have a track record of research and competitive achievements, including Best Research Poster at an international AI conference and a top‑3 hackathon finish as team lead. I prioritize scalable, efficient solutions and enjoy roles that combine web development, data-driven features and applied ML research.

Experience

Work history, roles, and key accomplishments

Full Stack Developer

Self Employed

Built full-stack web applications including Cryptex and Stream Now, implementing APIs, interactive data visualizations, responsive UI and video search/playback features to improve user engagement.

TypeScript JavaScript MongoDB API Development

Machine Learning Researcher

Self Employed

Developed a communication-efficient federated learning framework for large-scale medical imaging, achieving 94.22% accuracy on IID and non-IID data while reducing communication via gradient sparsification (Top-K).

Python Federated Learning Deep Learning Sparsification data preprocessing Data Visualization Machine Learning