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Achievements

Achievement: Pair Extraordinairex2Achievement: Pull SharkAchievement: Quickdraw

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prem-ramamoorthy/README.md

Prem Kumar R

Integrated M.Tech · Computer Science Engineering · Computational & Data Science · VIT Bhopal

Deep Learning · Computer Vision · Graph Neural Networks · MLOps


EmailLinkedInGitHub


Published ML researcher (EPICS 2026) and Kaggle Top-100 finisher focused on deep learning systems. Built a real-time multimodal AI care device using PyTorch, OpenCV, and InsightFace, and engineered a production-grade streaming GNN fraud detection engine achieving sub-5ms latency. Seeking a Deep Learning Engineer Internship to develop, train, and deploy novel neural network architectures.

Projects

ProjectStackHighlight
01NeuroBin — AI Multimodal Care CompanionPyTorch · InsightFace · OpenCV · FastAPI · TransformersEPICS 2026 Research Paper · Global Health Hackathon Finalist (VIT Bhopal × Johns Hopkins)
02SketchGNN — Real-Time Mule Fraud DetectionGNNs · Apache Kafka · Apache Flink · RocksDBSub-5ms end-to-end scoring latency via probabilistic sketching
03EUR/USD Predictor — ML Trading SystemScikit-learn · FastAPI · Walk-Forward CVSoft-voting ensemble · zero data-leakage temporal pipeline

Stack

Deep Learning

PyTorchTransformersYOLOOpenCVInsightFaceMediaPipe

Machine Learning

Scikit-learnXGBoostLightGBM

Data & MLOps

PythonFastAPIDockerPostgreSQLMongoDBRedisGitHub ActionsLinux

Supporting

ReactNext.jsNode.js

Research

YearPaperVenue
2026NeuroBin: AI-Assisted Real-Time Multimodal Cognitive Support System for Dementia PatientsEPICS International Conference
2025MedCrypta: Revolutionizing Prescription Management Through BlockchainFINCON 2025 · NFSU Gandhinagar

Recognition

  • 🥇 Top 100 Globally — Kaggle: Spaceship Titanic ML Competition · Score: 0.81061 (Feb 2026)
  • 🏅 Finalist — Global Health Hackathon, VIT Bhopal × Johns Hopkins University (Feb 2025)
  • 📄 Research Presenter — FINCON 2025, International Financial Security & Management Conference (Aug 2025)
  • ⭐ Top 3 Technical Contributor — Data Science Club, VIT Bhopal (Jan 2026)

Pinned Loading

  1. KairosPredictKairosPredictPublic

    Predicting Future values of the stock Market using different Machine learning Algorithms in Graphical User Interface

    Python

  2. AuthStratergiesAuthStratergiesPublic

    A full-stack project demonstrating multiple authentication strategies built from scratch, including password, session, JWT, and Google OAuth authentication.

    TypeScript 1

  3. yoneshmurugan/SIBappyoneshmurugan/SIBappPublic

    SIBapp is a centralized platform for managing community members, chapters, and events with secure authentication and role-based access.

    JavaScript 2 1

  4. 100_days_of_DSA-II100_days_of_DSA-IIPublic

    C++

  5. ML-ImplementationML-ImplementationPublic

    A collection of fundamental machine learning algorithms implemented from the ground up using pure Python (NumPy, Pandas, etc.), without relying on high-level ML libraries like Scikit-learn or Tenso…

    Jupyter Notebook

  6. PulsePollPulsePollPublic

    PulsePoll is a lightweight, modular Node.js backend for client and polling management, built with clear separation of concerns, JSON-based persistence, and an event-driven logging architecture for …

    JavaScript