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Shrishagk/README.md

Typing SVG


Hi there πŸ‘‹

πŸ’« About Me

I'm currently diving deep into AI & Machine Learning, exploring the world of Generative AI and Agentic AI.
A passionate deep learner, always eager to turn unique ideas into impactful projects.
Excited to contribute and innovate in the ever-evolving tech landscape.
Let's connect and build the future together! πŸš€

class ShrishaGK:
    def __init__(self):
        self.name        = "Shrisha G K"
        self.role        = "AI/ML Engineer & Researcher"
        self.education   = "B.Tech CS/AI/DS @ DSCE (2029)"
        self.focus       = ["Agentic AI", "LLMs", "RAG Systems", "GenAI"]
        self.published   = "IEEE Conference & Journal πŸ“„"
        self.open_source = True

    def current_mission(self):
        return "Building intelligent agents that think, act & adapt πŸ€–"

🌐 Socials

LinkedIn X GitHub Email


🧠 AI / ML & GenAI Stack

πŸ€– LLM & Agentic AI

LangChain LangGraph RAG LLMs Prompt Engineering Agentic AI Generative AI Vector DBs Embeddings LLMOps Hallucination Detection Transformer

πŸ”¬ Deep Learning & ML

PyTorch TensorFlow Keras scikit-learn OpenCV NLP CNN Physics-Informed NN

🐍 Languages & Frameworks

Python C++ C JavaScript JSON FastAPI

πŸ“Š Data Science

NumPy Pandas Matplotlib

☁️ Infrastructure & DevOps

Docker AWS Azure Git GitHub PostgreSQL CI/CD


πŸ”¬ Research & Projects

🧭 RAG-Ready Spatial Risk Prediction (MLP)

IEEE Conference & Journal Publication

  • Built MLP model for spatial risk pattern prediction
  • Designed retrieval-augmented evaluation pipelines
  • Structured output validation for hallucination elimination
  • Extended to full IEEE journal paper

Python MLP Feature Engineering RAG IEEE

🌌 Gravitational Lensing Classification (CNNs)

DeepLense Β· Deep Learning

  • ResNet-18 achieving 95%+ validation accuracy
  • Compared SimpleCNN, ImprovedCNN, ResNet-18
  • ROC curves & AUC scores for multi-metric evaluation
  • Edge-case misclassification framework

PyTorch CNN ResNet-18 Astrophysics DL


πŸ’Ό Experience

Role Organization Year
πŸ”¬ ML Research Intern IEEE Conference & Journal Publications 2026
πŸ“Š Data Science Intern Cognifyz Technologies 2026

πŸ† GSSoC 2026 Badges


πŸ† GitHub Trophies


πŸ“Š GitHub Stats

GitHub Streak

πŸ” Top Contributed Repos


✍️ Random Dev Quote


🌟 "The best way to predict the future is to build it with AI." 🌟


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