🚀 Product Manager @ HighLevel

Hi, I'm Umar Ranginwala
Product Manager & AI/ML Engineer

Scaled WhatsApp ARR 25× at HighLevel (1.28M to 89.74M messages/month, +6,900% growth).
Product Manager with 5+ years B2B SaaS experience. M.Sc AI/ML from Gujarat University.
Ex-ClickPost | Ex-Quicko | Technical PM bridging business strategy & engineering.

Product Manager AI/ML Deep Learning
Try Live Demos View on GitHub

About Me

Passionate AI researcher with expertise in building practical deep learning solutions

Product Manager @ HighLevel | AI/ML Engineer

Currently leading WhatsApp product at HighLevel, achieving 25× ARR growth and scaling from 1.28M to 89.74M messages/month (+6,900%). Managed global tax compliance across 80+ countries and led Wallet & Payments infrastructure. Ex-ClickPost, Ex-Quicko.

I hold an M.Sc in Artificial Intelligence and Machine Learning from Gujarat University where I focused on Deep Learning and Computer Vision. My background enables me to bridge the gap between business strategy and technical execution.

I specialize in building end-to-end AI systems - from research and model development to production deployment. My portfolio includes production-ready applications like a Stock Price Prediction Platform and an Oral Cancer Detection System with real-time web interface.

25×
ARR Growth
89M+
Messages/Month
24+
Years Data Analyzed
6000+
Stock Data Points
LSTM
Architecture
GRU
Architecture

Technical Skills

Comprehensive expertise in AI/ML technologies and frameworks

Programming & Frameworks

Python TensorFlow Keras PyTorch Scikit-Learn Pandas NumPy

Deep Learning

LSTM GRU CNN ResNet50 Transfer Learning RNN

Data Science

Time Series EDA Feature Engineering Statistical Analysis Data Visualization

Web & Deployment

Flask Git Jupyter Docker API Development

NLP

Word2Vec Text Classification Language Models Parsing Sentiment Analysis

Computer Vision

Image Classification OpenCV Medical Imaging Data Augmentation

Interactive Demos

Experience AI systems in action - fully functional implementations

LIVE DEMO Healthcare AI

Oral Cancer Detection - Interactive Demo

Try it now! Upload an oral cavity image and get real-time AI analysis with confidence scores and medical recommendations. Built with Flask and TensorFlow.

Flask CNN ResNet50 Real-time
Launch Demo View Code

Featured Projects

Comprehensive deep learning projects developed during my master's research

Master's Thesis NSE India

Stock Price Prediction Using Deep Learning

Developed and compared LSTM and GRU architectures for predicting stock prices of NSE-listed companies. Analyzed 24+ years of historical data from Hindustan Unilever Ltd. (HINDUNILVR.NS) achieving high prediction accuracy and comprehensive technical analysis.

LSTM GRU Time Series TensorFlow
Documentation Code
Healthcare AI Computer Vision

Oral Cancer Detection Using Deep Learning

Built an automated oral cancer detection system using CNN and Transfer Learning with ResNet50. The system classifies oral cavity images with high accuracy, featuring a Flask web application for real-time predictions and assisting in early cancer diagnosis.

CNN ResNet50 Flask Medical AI
Documentation Code

Research Publications

Academic contributions and published research papers

NSE Stock Price Prediction Using Deep Learning

Research Paper | 2024

Comparative study of LSTM and GRU neural networks for predicting stock prices on the National Stock Exchange of India. Comprehensive analysis of model performance and practical implications for algorithmic trading.

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Stock Price Prediction Using LSTM and GRU

Master's Thesis | Gujarat University | 2024

Complete thesis documentation including methodology, implementation details, comprehensive results analysis, and performance evaluation of deep learning models for financial time series forecasting.

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