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PrajwalAmte/README.md

Prajwal P Amte · Engineer

About

I pick up whatever a problem needs — backend, infrastructure, a bit of ML, or frontend glue — and see it through. I care about systems that are simple to reason about and hold up under pressure.

Technical Skillset

Languages Java Rust Python JavaScript C C++

Frameworks & Ecosystem Spring Boot Django Angular React

Cloud, DevOps & Databases PostgreSQL MySQL Docker Kubernetes AWS

Machine Learning & Data Science TensorFlow Keras scikit-learn Pandas

GitHub Analytics

Developer Insight of the Day

Keep learning. Keep building. Keep shipping.

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  1. Calibrate Calibrate Public

    GPU training efficiency analyzer for NVIDIA workloads. Attach to a running training job and immediately see your Model FLOP Utilization (MFU), where compute time is being lost, and the single chang…

    Rust

  2. Finora-Finance-Tracker Finora-Finance-Tracker Public

    A full-stack personal finance management application with real-time market data integration, automated portfolio tracking, and comprehensive financial analytics.

    Java

  3. Aegis Aegis Public

    Aegis is CLI first for cloud infrastructure cost analysis, policy enforcement, and runtime optimization

    Python

  4. Lumen-Medical-Report-Simplifier Lumen-Medical-Report-Simplifier Public

    Lumen is a medical document explainer. Upload a blood report or prescription (PDF/image), and it runs OCR → entity parsing → LLM analysis → structured result with plain-English explanations.

    Python

  5. AI-Engineering-Patterns AI-Engineering-Patterns Public

    Named patterns with trade-offs, implementation guides, and code examples for every layer of a production AI system. Think system-design-primer but for LLMs in production.

    MDX

  6. Federated-Learning Federated-Learning Public

    This project implements a Federated Learning approach for Binary Classification of ECG signals from the MIT-BIH dataset. The goal is to simulate a Decentralised Healthcare scenario where multiple h…

    Jupyter Notebook