Hi, I'm Deon Levon Dmello AI Engineer

AI Engineer focused on computer vision, sensor fusion, and real-time ML systems. I build production-ready AI services, integrate VLMs/LLMs, and ship reliable, high-performance solutions.

Experience

AI Engineer I

Bayer

April 2026 - Present
  • Agentic Workflows: Developed agentic workflows to reduce workloads and automate tedious tasks using GenAI.
  • Backend APIs: Built backend APIs that power and orchestrate AI agents.
  • Data Integration: Worked with complex data sources to enable reliable GenAI backend applications.
  1. GenAI
  2. Agentic Workflows
  3. Backend APIs
  4. Data Integration
Bayer Logo

AI Engineer

Tardid Technologies

June 2024 - March 2026
  • LiDAR–Camera Calibration: Built an automated extrinsic calibration tool that improved spatial alignment accuracy and reduced manual effort.
  • Real-time Action Recognition: Deployed X3D/Swin3D/X-CLIP pipelines for zero-shot inference at ~30 FPS on live RTSP streams.
  • VLM/LLM Integration: Integrated CLIP/X-CLIP and instruction-tuned LLMs for cross-modal retrieval and low-latency edge inference.
  • Backend Delivery: Shipped FastAPI services for ML inference and orchestration, with CI workflows managed via a private Gitea instance.
  1. C++
  2. ROS2
  3. OpenCV
  4. GStreamer
  5. PyTorch
  6. FastAPI
  7. llama.cpp
  8. SGL
  9. CLIP
  10. X-CLIP
  11. OC-SORT
  12. Vector DBs
  13. Git/Gitea
AI Engineer Illustration

SRE/Platform Engineer Intern

Practo Technologies

March 2024 - June 2024
  • SRE Support: Resolved JIRA tickets via SSH troubleshooting to keep services reliable and available.
  • Platform Stability: Delivered bug fixes and enhancements to in-house notification tooling.
  • Microservices: Operated Docker-based services and supported production Postgres backups and migrations.
  • Cloud Monitoring: Built a pipeline to analyze AWS CloudWatch logs for proactive issue detection.
  1. Python
  2. Shell
  3. Ansible
  4. Docker
  5. Go Lang
  6. JIRA
  7. SSH
  8. PagerDuty
  9. AWS CloudWatch
  10. PostgreSQL
  11. Microservices
  12. Monitoring
SRE Engineer Illustration

Education

BS in Programming and Data Science

Indian Institute of Technology Madras

September 2021 - Present | Chennai, TN

Completed Diploma in Data Science & Diploma in Programming

IIT Madras

B.Tech Computer Engineering (AI & ML)

Reva University

December 2020 - July 2024 | Bengaluru, KA

Specialized in Artificial Intelligence and Machine Learning

Reva University

Projects

QuizNexus

  • Full-Stack Delivery: Built a quiz platform with Flask REST APIs and a modular Vue.js frontend.
  • Auth & Caching: Implemented role-based JWT auth, Redis caching, and email verification.
  • Analytics: Added Chart.js dashboards and optimized SQL queries for performance.
  • AI Advisor: Integrated LangChain/LangGraph for personalized study recommendations.

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

ImageColorization

  • Model Development: Built a PyTorch CNN to colorize grayscale images with UNet/GAN techniques.
  • Packaging: Delivered a documented Python module and began CLI tooling.
  • Preprocessing: Used NumPy/OpenCV pipelines for research and prototyping.

  1. Python
  2. PyTorch
  3. CNN
  4. Machine Learning
ImageColorization project screenshot

Sync'em

  • Full-Stack Platform: Built a workforce/project management app with role-based portals for Admin/HR/PM/Employees.
  • Backend & Data: Designed FastAPI + PostgreSQL services with secure multi-role auth and task workflows.
  • Frontend: Delivered Vue.js + Tailwind SPA dashboards for real-time status and analytics.
  • Automation: Added Celery/Redis pipelines for notifications and background jobs.
  • GenAI: Implemented LLM + RAG assistants for HR and onboarding workflows.

  1. FastAPI
  2. Vue.js
  3. TailwindCSS
  4. PostgreSQL
  5. Celery
  6. Redis
  7. GenAI Agents
  8. Jira
  9. GitHub
Sync'em project screenshot

My Toolkit

Programming Languages

Python C++ C Java JavaScript Go Bash

Databases

MySQL MongoDB PostgreSQL SQLite

Machine Learning & AI

scikit-learn TensorFlow PyTorch

Dev-Tools

Docker Jupyter Notebook Google Colab IntelliJ IDEA Neovim Zed VS Code Git

Robotics & Computer Vision

OpenCV Gazebo ROS GStreamer FFmpeg

Operating Systems

Windows Linux macOS

Tech Stack

Vue.js FastAPI Flask Celery Redis

Generative AI (GenAI) Tools

LangChain LangGraph LlamaIndex CrewAI Ollama Hugging Face MCP

Send Message

Available for hire

I build ML-backed systems and production APIs, with a focus on reliable, scalable delivery. Open to new opportunities and collaborations.

Deon Levon Dmello