Hi, I'm Deon Levon Dmello Machine Learning Engineer

AI Engineer

Tardid Technologies

June 2024 - Present

At Tardid Technologies, I work on developing and deploying advanced AI solutions across sensor fusion, action recognition, and backend systems. My role involves automating LiDAR–camera calibration to enhance spatial accuracy, building real-time action recognition pipelines with 3D deep learning models, and fine-tuning neural networks for improved classification performance. I also design FastAPI-driven backend services to support ML workflows and manage infrastructure with Git/Gitea for streamlined collaboration across the engineering team.

1. Python
2. C++
3. TorchLib / Libtorch
4. OpenVINO
5. PyTorch
6. OpenCV
7. Flask / FastAPI
8. GStreamer
9. ROS2
10. ONNX

SRE/Platform Engineer Intern

Practo Technologies

March 2024 - June 2024

Managed and resolved support tickets using JIRA, connecting to servers over SSH to troubleshoot and fix issues, ensuring system reliability and uptime. Implemented bug patches, enhanced platform stability, and developed a thorough understanding of in-house tools for sending SMS and email notifications. Gained hands-on experience with PagerDuty for incident management and developed a foundational understanding of Docker for containerization and deployment processes.

1. Python
2. Shell
3. Ansible
4. Docker
5. Go Lang
6. JIRA
7. SSH
8. PagerDuty
9. Containerization
10. Deployment

BS in Programming and Data Science

Indian Institute of Technology Madras

September 2021 - Present | Chennai, TN

Completed Diploma in Data Science & Diploma in Programming

B.Tech Computer Engineering (AI & ML)

Reva University

December 2020 - July 2024 | Bengaluru, KA

Specialized in Artificial Intelligence and Machine Learning

QuizNexus

A full-stack quiz platform with a Flask REST API and a modular Vue.js frontend for dynamic quiz creation, administration, and a responsive UI. (GitHub — July 2025)

1. Vue.js
2. Flask
3. SQLite
4. Bootstrap
5. JWT
6. Redis
7. MailHog
8. SMTP
9. Chart.js
10. LangChain
11. LangGraph

ImageColorization

A convolutional neural network (CNN) model to automatically colorize grayscale images, demonstrating effective application of deep learning in image processing.

1. Python
2. PyTorch
3. CNN
4. OpenCV
5. Machine Learning

SpotFinder

A scalable full-stack parking management platform enabling users to discover, book, and manage parking spots in real time, with advanced admin controls for lot and user management.

1. Flask
2. SQLAlchemy
3. Bootstrap
4. Chart.js
5. Secure Authentication