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ManishReddyR/README.md

Hi 👋, I'm Manish Reddy Rakasi

🚀 Software Engineer (AI) | 🎓 Master's Student @ Indiana University Bloomington

🧠 About Me

I build intelligent, scalable systems at the intersection of Software Engineering, Applied Machine Learning, and Visualization Systems.

Focused on production-grade AI systems, RAG pipelines, and high-performance rendering architectures.

💼 Experience

Software Engineer (AI) — Folia

Software Developer — Indiana University Bloomington

Software/Data Engineer - Technomore Solutions Pvt Ltd

⚡ Tech Stack

🧑‍💻 Programming

🤖 ML & AI

PyTorch • TensorFlow • Keras • Scikit-Learn • LangChain • HuggingFace RAG Pipelines • OpenAI API • Transformers • GNNs • GANs • LLM Fine-tuning

🎨 Front-End & Visualization

Vue 3 • WebGPU • WebGL • Skia / CanvasKit • pdf.js

📊 Data Engineering

PySpark • Pandas • NumPy • ETL Pipelines • REST APIs • KPI Tracking

🗄 Databases

PostgreSQL • MySQL • SQLite • MongoDB • Neo4j

☁️ Cloud & DevOps

AWS (EC2, S3, VPC) • Docker • CI/CD • FastAPI • Linux • Jetstream HPC

🔍 Interests

Applied Machine Learning • Generative AI • Scalable AI Infrastructure • Computer Graphics • Data Systems

💡 Engineering intelligent systems that scale.

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  1. ReactNative-memoryUtil ReactNative-memoryUtil Public

    Lightweight React Native utility for real-time device memory monitoring and performance insights.

    JavaScript 2

  2. LLM-Powered-Natural-Language-SQL-Agent LLM-Powered-Natural-Language-SQL-Agent Public

    LLM-powered Natural Language to SQL agent that translates user queries into executable SQL and delivers actionable insights from databases.

    Python

  3. Applied-Machine-Learning Applied-Machine-Learning Public

    End-to-end ML notebooks covering classification, regression, PCA, and tree-based models with real-world datasets

    Jupyter Notebook

  4. Tableau Tableau Public

    Interactive Tableau dashboard analyzing British Airways customer reviews, uncovering trends in customer satisfaction across regions, aircraft types, and service metrics.