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Achievement: Pair ExtraordinaireAchievement: Pull Shark

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SrijanRoy123-github/README.md

Srijan Roy

AI/ML Research · Machine Learning Systems · Scientific Computing · Open Source

Research Interests

  • Efficient sequence modeling
  • Large language models
  • Machine learning systems
  • Computer vision
  • Scientific machine learning
  • Multimodal & agentic AI
  • Formal methods & mathematical AI

Research Domains

LLM Systems · Sequence Models · AI Infrastructure · Multimodal AI · Computer Vision · Scientific ML · ML Compilers · Formal Methods

Open-Source Contributions

External repositories with merged contributions: 2

GitHub Statistics

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  1. CollabCommerce CollabCommerce Public

    Built CollabCommerce Cloud—a multi-SPA (React/Angular/Vue) platform with a polyglot microservices backend (Node/Express + NestJS GraphQL, Django/DRF, Spring Boot, Laravel, ASP.NET Core), Stripe Che…

    JavaScript 1

  2. kubernetesproject kubernetesproject Public

    A compact DevOps mini-project showcasing a Flask REST API, Docker image, and Kubernetes deployment with probes and persistent storage.

    Python

  3. paradise-nursery-shopping-cart-app paradise-nursery-shopping-cart-app Public

    Forked from christian-schw/paradise-nursery-shopping-cart-app

    Final Project of IBM Course: "Developing Front End Apps with React

    JavaScript

  4. Quark-Detection-Model Quark-Detection-Model Public

    Top-Quark Jet Tagging — Streaming Deep Learning on HDF5 Built a memory-safe, streaming PyTorch pipeline over 1.21M HDF5 rows with an imbalanced-aware GELU MLP (AMP, AdamW), achieving 0.9997 AUC and…

    Jupyter Notebook

  5. NLP-Sentiment-Analysis-idmb-movie-reviews- NLP-Sentiment-Analysis-idmb-movie-reviews- Public

    IMDB sentiment classifier using NLTK + spaCy preprocessing with dual pipelines—TF-IDF + Logistic Regression and a Keras BiLSTM—trained via 5-fold CV with brief negation/sarcasm error analysis.

    Jupyter Notebook

  6. IoTA-Jadavpur-Univeristy/IOTA IoTA-Jadavpur-Univeristy/IOTA Public

    HTML