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shankarpandala/README.md

Shankar Rao Pandala

Data Scientist & AI Engineer · 13+ Years · Bangalore, India

"The best way to learn is to build — and to share what you build."

🌐 pandala.in · LinkedIn · Email · GitHub

Building in Public


I build interactive learning platforms and open-source tools to make complex topics in AI, math, and systems programming accessible to everyone. Currently Senior Algorithm Developer at Applied Materials, delivering ML and analytics solutions using Azure ML, OpenAI, and Databricks.


// 01 — Learning Platforms

Interactive, in-depth learning experiences across AI, math, and systems programming.

Platform Topics Link
Math4AI Linear Algebra, Calculus, Probability pandala.in/math4ai
Learn AgenticAI Agents, Tool Use, Multi-Agent Systems pandala.in/Learn-AgenticAI
Learn LLM Transformers, Fine-tuning, RLHF pandala.in/learn-llm
Learn Deep Learning Neural Nets, CNNs, GANs, Diffusion Models pandala.in/learn-deep-learning
LearnCpp Modern C++, Systems Programming pandala.in/learn-cpp
Learn Forecasting Time Series, ARIMA, Prophet pandala.in/learn-forecasting
Quant Finance Options, Portfolio, Risk, Indian Markets pandala.in/quant-finance
Learn Semiconductors Chip Design, Moore's Law, AI Hardware pandala.in/learn-semi
Rust for Python Ownership, Borrowing, Performance pandala.in/rust4python

// 02 — Open Source

LazyPredict LazyProfiler

LazyPredict — Build and evaluate dozens of ML models with a single line of code. 3,000+ stars, widely used for rapid prototyping.

LazyProfiler — CPU & GPU profiling utility for model training and inference. 100+ stars.


// 03 — Skills & Tools

Languages & Frameworks

Python C++ R SQL JavaScript PyTorch TensorFlow Scikit--learn

Cloud & MLOps

Azure Azure OpenAI Databricks AWS SageMaker Docker Git

Data Science

Machine Learning Deep Learning NLP/LLMs Computer Vision Time Series Forecasting

Databases & Visualization

PostgreSQL MongoDB Redis Oracle Tableau Plotly Streamlit


// 04 — Certifications

Azure AWS


// 05 — GitHub Stats

GitHub Stats

GitHub Streak

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  1. lazypredict lazypredict Public

    Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

    Python 3.3k 369

  2. lazyprofiler lazyprofiler Public

    Lazy Profiler is a simple utility to collect CPU, GPU, RAM and GPU Memory stats while the program is running.

    Python 35 2

  3. NLP-on-Financial-Statements NLP-on-Financial-Statements Public

    project -5 of Udacity AI for Trading Nanodegree : NLP on Financial Statements

    Jupyter Notebook 27 20

  4. CarND-Advanced-Lanes CarND-Advanced-Lanes Public

    Project repository for my of Self Driving Car Nanodegree Advanced Lane detection

    Jupyter Notebook 1

  5. lazy-splitter lazy-splitter Public

    A CLI tool that intelligently detects chapters in PDF files and splits them into separate PDF files.

    Python

  6. math4ai math4ai Public

    Mathematics for AI

    JavaScript

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