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Achievement: YOLOAchievement: Pull Shark

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S-Varshaa-Sai-Sripriya/README.md

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👋 Hello, I’m S Varshaa Sai Sripriya

🎓 Gold Medalist | 🤖 Machine Learning, Data Science, AI, SDE, SWE & related domains

Professional Portfolio Websites: Portfolio; Linkedin; Google Scholar

Related Coursework

Bachelor's Courses Master's Courses
Machine Learning (Linear Regression, Logistic Regression, LSTM, RNN, GRU, ANN, XGBoost, Random Forest, Fuzzy) Reinforcement Learning (Q-learning, SARSA, TD(Lambda), Monte Carlo, Policy Based, PPO)
Deep Learning (MLPs, GAN, RNN, PyTorch, Tensorflow) Database Management Systems (DBMS, MySQL)
Pattern Recognition (Bayesian classification, kNN, SVM, Decision Trees, Graph-Based algorithms, CNN, Autoencoders) Big Data (HPC, Kubernetes, Borg, Google PageRank, Hadoop, YARN, PySpark, Web Graph, ADMM)
Bio Inspired Algorithms (PSO, ACO, ABC) Data Analysis (Statistics & ML - R, Python)
Data Structures & Algorithms – Basic (C, Python) Data Structures & Algorithms – Advanced (Java, Python)

Project Links

Self Projects

  1. Agent Based Market Simulation: AHMAPPO + LLM
  2. PersonaGameAI: The Adaptive PlayStyle Engine
  3. ForecastOps: AI Powered Cloud Capacity Planner and Dashboard
  4. InboxShield ML: Email Spam Classifier
  5. FraudShield-ML: Credit Fraud Detection
  6. MovieVerse: Movie Database System Relational Schema & SQL Engine
  7. NYC Crime Classification Using Machine Learning
  8. Income Prediction Using Statistical Learning
  9. ScaleMap: MapReduce Prototype in HPC for Big Data (SLURM + Python) Image
  10. Google PageRank Implementation using MPI4Py in HPC for Big Data Image
  11. ADMM-Logistic: Scalable Logistic Regression for HPC (Big Data) Image
  12. Persona Extraction from JIRA Exports
  13. Large-Scale Distributed Time Series Forecasting for Retail Inventory Management Using Big Data (GCP, PySpark)
  14. Agentic AI Orchestrator: Multi-Agent System for Real-Time Travel Itinerary Planner
  15. Octane JIRA Mapping

Learning & Development

  1. End to End Machine Learning Project with Deployment
  2. End to End MLOps Project with MLflow, Docker, and CI/CD
  3. FinTrack ML: Personal Financial Tracker
  4. Research Guide: MultiPDF RAG Agent
  5. RAGAI_ChatBot1: Local RAG-Based AI Agent with Ollama, LangChain, and Chroma
  6. Linear Regression (Scratch): California House Price Prediction
  7. Polynomial Regression (Scratch): Car Price Prediction
  8. Decision Tree Regressor (Scratch): Bike Sharing Demand Prediction
  9. Random Forest Regressor (Scratch): Energy Efficiency Prediction
  10. K-Nearest Neighbor (Scratch): Iris Classification
  11. Decision Tree Classifier (Scratch): Breast Cancer Classification
  12. Random Forest Classifier (Scratch): Bank Marketing
  13. K-Means Clustering (Scratch): Customer Segmentation
  14. Hierarchical Clustering (Agglomerative, Divisive) (Scratch): Customer Segmentation Online Retail Dataset
  15. Feedforward Neural Network (Scratch): Digit Classification
  16. ChatBot-JAVA (Hardcoded) Image
  17. Tic-Tac-Toe Game Image

Documentations:

  1. UG Projects Documentation
  2. Architecting a Scalable Fault Tolerant YARN HDFS Cluster Using Hadoop

Publications:

  1. Water Potability Prediction
  2. Multi-Class Pneumonia Detection
  3. Loan Eligibility Prediction

📫 Let's connect:

cute girl coding with background gaming and a monitor beside with omni theme coder open and she has black hair no bangs strictly

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Pinned Loading

  1. Agent-Based-Market-Simulation-AHMAPPO-with-LLM-Integration Agent-Based-Market-Simulation-AHMAPPO-with-LLM-Integration Public

    AHMAPPO_LLM is an AI trading system using ML and RL to predict stocks. It processes data via ingestion, cleaning, and feature engineering. The reproducible pipeline enables end-to-end trading strat…

    Python 1 1

  2. ForecastOps-AI-Powered-Cloud-Capacity-Planner-and-Dashboard ForecastOps-AI-Powered-Cloud-Capacity-Planner-and-Dashboard Public

    An intelligent, regional capacity forecasting platform that enables proactive resource allocation using time series forecasting & anomaly detection. This dashboard empowers decision-makers with rea…

    Jupyter Notebook

  3. Google-PageRank-Implementation-using-MPI4Py-in-HPC-for-Big-Data Google-PageRank-Implementation-using-MPI4Py-in-HPC-for-Big-Data Public

    Implementation of Google's PageRank algorithm using MPI4Py in HPC for big data

    Python

  4. Large-Scale-Distributed-Time-Series-Forecasting-for-Retail-Inventory-Management-Using-Big-Data Large-Scale-Distributed-Time-Series-Forecasting-for-Retail-Inventory-Management-Using-Big-Data Public

    This is a group project for AMS 598 Big Data Analysis gradute course.

    Jupyter Notebook 1

  5. 1216-dev/TravelAI 1216-dev/TravelAI Public

    An end-to-end AI-powered travel planning engine that generates personalized itineraries using real-time data sources. Supports budget optimization, activity discovery, and exports itineraries as **…

    Python 1