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Achievement: Pair Extraordinairex2Achievement: Pull SharkAchievement: Quickdraw

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


Email LinkedIn GitHub


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

Project Stack Highlight
01 NeuroBin — AI Multimodal Care Companion PyTorch · InsightFace · OpenCV · FastAPI · Transformers EPICS 2026 Research Paper · Global Health Hackathon Finalist (VIT Bhopal × Johns Hopkins)
02 SketchGNN — Real-Time Mule Fraud Detection GNNs · Apache Kafka · Apache Flink · RocksDB Sub-5ms end-to-end scoring latency via probabilistic sketching
03 EUR/USD Predictor — ML Trading System Scikit-learn · FastAPI · Walk-Forward CV Soft-voting ensemble · zero data-leakage temporal pipeline

Stack

Deep Learning

PyTorch Transformers YOLO OpenCV InsightFace MediaPipe

Machine Learning

Scikit-learn XGBoost LightGBM

Data & MLOps

Python FastAPI Docker PostgreSQL MongoDB Redis GitHub Actions Linux

Supporting

React Next.js Node.js

Research

Year Paper Venue
2026 NeuroBin: AI-Assisted Real-Time Multimodal Cognitive Support System for Dementia Patients EPICS International Conference
2025 MedCrypta: Revolutionizing Prescription Management Through Blockchain FINCON 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. KairosPredict KairosPredict Public

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

    Python

  2. AuthStratergies AuthStratergies Public

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

    TypeScript 1

  3. SIBapp SIBapp Public

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

    JavaScript 1 1

  4. 100_days_of_DSA-II 100_days_of_DSA-II Public

    C++

  5. ML-Implementation ML-Implementation Public

    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. PulsePoll PulsePoll Public

    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