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p-sahas/README.md

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About Me

Hi, I’m @p-sahas

I'm interested in

  • Artificial Intelligence
  • Machine Learning
  • Reinforcement learning
  • Generative AI
  • Deep Learning & Neural Networks
  • Large Language Models (LLMs)
  • LLM Agents & Multi-Agent Systems
  • Data Engineering & Pipelines
  • MLOps & Model Deployment

I'm currently learning

  • Advanced Deep Learning Techniques
  • LLM Fine-tuning & RLHF
  • Agentic AI Frameworks (LangGraph, LlamaIndex)
  • Vector Databases & RAG Systems
  • Cloud Platforms (AWS, GCP)
  • Docker & Kubernetes
  • Data Pipeline Orchestration (Airflow, Kafka)
  • Mathematics for ML (Linear Algebra, Statistics, Calculus)

I'm looking to collaborate on

  • ML & Deep Learning Projects
  • LLM Fine-tuning & RAG Applications
  • Agentic AI & Multi-Agent Systems
  • AI-Powered Tools & Automation
  • Open Source AI Projects
  • Data Engineering Pipelines

Tech Stack

Category Tools
AI & ML PyTorch, TensorFlow, scikit-learn, Optuna, HuggingFace, MLflow
LLM Frameworks LangChain, LangGraph, LlamaIndex, LangFuse, Tavily
API Providers OpenRouter, Gemini, Groq
Databases & Vector Stores MySQL, PostgreSQL, Supabase, ChromaDB, Qdrant, Weaviate
Data Science Pandas, NumPy, Scipy, Matplotlib, Plotly, Altair, Seaborn, Pydantic
Languages Python, Java, JavaScript, R, SQL, HTML, CSS
Web & API FastAPI, Streamlit, JavaFX, Postman
Cloud & DevOps AWS, GCP, Docker, Kubernetes, Kafka, Airflow, Github Actions
Tools VSCode, DataGrip, , IntelliJ IDEA, PyCharm
Repostories GitHub, Kaggle, HuggingFace

AI & ML

PyTorch TensorFlow scikit-learn Optuna HuggingFace MLflow

LLM Frameworks

LangChain LangGraph LlamaIndex LangFuse Tavily

API Providers

OpenRouter Gemini API Groq

Databases & Vector Stores

MySQL PostgreSQL Supabase ChromaDB Qdrant Weaviate

Data Science

Pandas NumPy SciPy Matplotlib Plotly Altair Seaborn Pydantic

Languages

Python Java JavaScript R SQL HTML CSS

Web & API

FastAPI Streamlit JavaFX Postman

Cloud & DevOps

AWS GCP Docker Kubernetes Apache Kafka Apache Airflow GitHub Actions

Tools

VSCode DataGrip IntelliJ IDEA PyCharm

Repositories

GitHub Kaggle HuggingFace

GitHub Stats

GitHub Stats GitHub Streak Top Languages

Connect With Me

Kaggle Badge HackerRank Badge Hugging Face


Profile Views

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  1. customer_churn_prediction customer_churn_prediction Public

    Complete, production-grade machine learning system for predicting customer churn in a banking context with real-time streaming, automated training, and comprehensive CI/CD validation.

    Python 4

  2. operation_ditwah-crisis_intelligence_pipeline operation_ditwah-crisis_intelligence_pipeline Public

    Specialized Crisis Intelligence Pipeline designed to support disaster response efforts through advanced LLM integration

    Jupyter Notebook

  3. financial-intelligence-engine financial-intelligence-engine Public

    A comparative analysis of Fine-Tuning vs. Advanced RAG for financial intelligence using Uber’s 2024 Annual Report.

    Jupyter Notebook

  4. gpt-from-scratch gpt-from-scratch Public

    A from-scratch implementation of a GPT model, following Andrej Karpathy's 'Let's build GPT' video.

    Jupyter Notebook

  5. real-estate-intelligence-platform real-estate-intelligence-platform Public

    A production-grade Retrieval-Augmented Generation (RAG) system built for the real estate domain, specifically designed for Prime Lands (Sri Lanka). This project demonstrates advanced context engine…

    Jupyter Notebook

  6. agentic-healthcare-assistant agentic-healthcare-assistant Public

    Agentic multi-memory AI assistant built to operate as a healthcare assistant. The system features a powerful routing engine, RAG, Customer Relationship Management (CRM) integration, and full observ…

    Python