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KRYSTALM7/README.md

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whoami

┌─────────────────────────────────────────────────────────────────┐
│                                                                 │
│  name         : Sujan Kumar MV                                  │
│  alias        : KRYSTALM7                                       │
│  role         : Backend Engineer @ Tata Consultancy Services    │
│  education    : M.Tech CS — VIT Vellore (GPA: 8.21/10)          │
│  location     : Hyderabad, India                                │
│  focus        : Distributed Systems · AI/ML · Cloud             │
│  published_in : Springer · Nature Portfolio · IET Book Chapter  │
│  at_work      : Modernizing legacy COBOL → Java/Spring Boot     │
│  fun_fact     : I build systems that talk                       │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

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Certifications


Research & Publications

# Title Venue Year
01 Optimizing Charge–Discharge Cycles Using QPPONet-Enabled Hybrid Learning Framework for Energy Management and Safety in Electric Vehicles Scientific Reports (Nature Portfolio) · Q1 · IF ~3.9 · Accepted 2026
02 Energy Optimization in EV Battery Management Systems — RL + ML hybrid framework ICSPER (Accepted · To be Published via Springer) 2025
03 Generative AI for Brain Tumor Detection — GAN + CNN (VGG16, ResNet50) IET Book Chapter · Generative AI Unleashed 2024
04 Fake News Integrity via LSTM + XGBoost — 92.4% on LIAR dataset CKM 2024 · Cybersecurity in Knowledge Management 2024

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  1. QPPONet-BMS QPPONet-BMS Public

    Official implementation of QPPONet — hybrid DQN-PPO RL agent for adaptive BMS control in EVs. Published in Scientific Reports (Nature Portfolio), 2026.

    Python 2

  2. brain-tumor-gan-resnet brain-tumor-gan-resnet Public

    GAN-augmented brain tumor detection using ResNet50 — implementation of IET book chapter

    Python 2

  3. banking-system banking-system Public

    Production-grade microservices banking backend built with Spring Boot 3, Spring Cloud, MySQL — featuring auth, accounts, transactions, loans and admin services

    Java 2

  4. ml-practice ml-practice Public

    All algorithms of ML in Python with csv files (ML CSI-3026)

    Python 1

  5. nnfs-sentdex nnfs-sentdex Public

    Following sentdex's Neural Networks from Scratch series — building a neural network step by step in Python

    Python 2

  6. parking-management-system parking-management-system Public

    Microservices-based parking management system

    Java 4