# Tom Thomas Kondody (Tom Kondody)

> AI/ML Engineer, MSc Computer Science Scholar (2028), Full-Stack Django Architect, and CEO of HERBA SOAP.

## Canonical Identity
- **Full Legal Name**: Tom Thomas Kondody
- **Recognized Aliases**: Tom Kondody, Thomas Kondody, Tom Thomas, Kondody
- **Current Academic Trajectory**: Bachelor of Computer Applications (BCA, Completed 2026) -> Master of Science in Computer Science (MSc CS, Class of 2028)
- **Executive Leadership**: Founder & Chief Executive Officer (CEO) of HERBA SOAP
- **Portfolio & Verification**: https://tom-kondody.vercel.app/
- **Curriculum Vitae (PDF)**: https://tom-kondody.vercel.app/Tom%20Thomas%20Kondody.pdf

## Core Research & Engineering Domains
- **Artificial Intelligence & Computer Vision**: Deep Convolutional Neural Networks (CNNs), Transfer Learning (MobileNetV2), 3D Hand Landmark Pose Regression (Google MediaPipe, OpenCV), TensorFlow/Keras.
- **Enterprise Web Systems**: Django Framework (Advanced MVT, Session Authentication, Prediction REST APIs), SQLite, Flask microframework, Docker, Render cloud deployment.
- **Exploratory Studies**: Foundational Quantum Computing & Quantum Machine Learning (QML).
- **Leadership & Governance**: Strategic market positioning, direct-to-consumer distribution, supply chain logistics, revenue operations at HERBA SOAP.

## Deployed Engineering Projects
- [Pneumonia Radiographic Detection](https://pneumonia-detection-c164.onrender.com/): Clinical CNN decision-support model identifying bacterial/viral pneumonia from digitized chest X-rays. Deployed on Render via Docker.
- **Brain Tumor Classification**: Transfer learning portal (MobileNetV2 + Django MVT) diagnosing multi-class neuropathology from brain MRI scans.
- **Real-Time ASL Translation**: 3D hand topology tracking via MediaPipe + custom neural classifier generating synthetic text & speech.
- **Generative AI Marketing Canvas**: Natural language to high-res marketing asset synthesizer with HTML5 Canvas & Firebase.
- **EV Powertrain Sourcing & Audit**: Bill of materials (BOM) auditing and feasibility studies for BLDC motors & lithium battery packs.
- **Autonomous IoT Weather Sentinel**: Microcontroller C++ telemetry node with DHT sensor calibration.
- **Interactive 3D Spatial Simulation**: Unity 3D engine kinematic physics and 3D spatial acoustic attenuation modeling.

## Contact & Verified Channels
- Email: thommu72@gmail.com
- Phone: +91 7736637200
- LinkedIn: https://www.linkedin.com/in/tomthomaskondody/
- GitHub: https://github.com/tomkondody
- Instagram: https://www.instagram.com/tom_kondody/
- Complete LLM XML Feed: https://tom-kondody.vercel.app/llm.xml