HelloWelcome
Software Architect • AI Engineer • Builder at Heart

Hello & Welcome, I'm Delight Cherubino
Buildingintelligent AI systems.

I love turning crazy ideas into real, scalable products — architecting software, building intelligent AI systems, and leading teams that love creating things that actually work.

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01 / The Origin Story

So... How Did I Get Here?

“What if I just build it myself?”

Bad idea. 😂 Because that one thought somehow turned into countless lines of code, late-night debugging, questionable amounts of coffee, broken deployments, and a habit of turning random ideas into actual projects.

I started with curiosity, fell into AI, got obsessed with building software, and eventually started wondering how all these pieces could fit together into systems that actually work in the real world.

Then came computer vision, backend systems, cloud, Docker, databases, AI models...
Basically, I kept saying: “I'll learn this one thing.” And somehow ended up learning twelve. 💀

I've built AI systems, production platforms, computer vision solutions, and automation tools. I've broken things, fixed them, deployed them, broken them again, and learned something new every time.

Somewhere along the way, I realized I didn't just enjoy writing code.
I enjoyed designing the whole thing.

• How should the system work?

That eventually led me toward Software Architecture and AI Engineering — building systems from the ground up while figuring out how all the moving pieces fit together.

And then there's the people side. I love sharing ideas, building with others, organizing things, and getting people excited about technology. That's what led me to become President of the Neoteric AI Association at Ramco Institute of Technology.

So today, I'm basically a mix of:
I don't know exactly where this journey ends. But I do know one thing:
If there's a crazy idea on the table, I'm probably already thinking about how to build it.
And yes... I still Google the error messages. 😌
Delight Cherubino avatar

Delight Cherubino

Software Architect & AI Engineer

The Vision

My long-term goal is to build impactful technology solutions that solve real problems at scale. I aim to contribute to the development of intelligent systems that make processes smarter, faster, and more efficient.

Neoteric AI Association Leadership
President — Neoteric AI Association @ Ramco Institute of Technology

Current Focus

Building scalable AI-driven platforms, student-centric tools, and real-time computer vision systems.

Leadership

President of the Neoteric AI Association @ Ramco Institute of Technology. Mentoring students, organizing workshops, and driving project innovation.

02 / Commercial Impact

Selected Case Studies & Impactful Projects.

Code2Day

Code2Day

Replica Ecosystem
⭐ Flagship Platform & Best Project

A collaborative coding platform designed for daily practice and skill building.

ReactNode.jsSocket.ioPostgreSQL
Safety Gear Monitoring

Safety Gear Monitoring

The Ramco Cements Limited
1st Prize - INNOVANZA 2025 Hackathon

Awarded 1st Prize at INNOVANZA 2025 Hackathon! A comprehensive CV + ML + Microcontroller Industry Safety System designed for real-time monitoring and hazard prevention. Developed in collaboration with Subbhra Yashwanth kanth P, featuring YOLOv8-powered object detection.

PythonYOLOv8OpenCVMicrocontrollers
AI Question Generator

AI Question Generator

Ramco Vidya Mandir School

Developed specifically for Ramco Vidya Mandir Senior Secondary School (Ariyalur), this automated tool leverages NLP to generate structured CBSE examination papers from textbook content.

FastAPIOpenAI APIReactPDFMiner
Cement Bag Detection

Cement Bag Detection

The Ramco Cements Limited

Developed specifically for industrial logistics, this system automates the counting and detection of cement bags on conveyor belts using custom-trained YOLOv8 models.

PythonYOLOv8OpenCVFastAPI
03 / Ventures & Experiments

Digital Crafts.

"Great software isn't just written — it unfolds through late-night experiments, broken builds, and relentless iteration."
cherubino-labs / digital-crafts / workspace
repository-tree[4 files]
Replica EcosystemActive Lab
Active Buffer: code2day

Code2Day

A collaborative coding platform designed for daily practice and skill building.

specifications.jsonUTF-8
"architecture": "Code2Day Pipeline",
"owner": "Delight Cherubino",
"category": "Personal Venture & Experiment",
"tech_stack": ["React", "Node.js", "Socket.io", "PostgreSQL"]

Environment Tech Stack

ReactNode.jsSocket.ioPostgreSQL
04 / Career & Milestones

History & Track Record.

Industrial Internship Experience

3 Roles
The Ramco Cements Limited
Jan 2025 – Dec 2025

ML Intern — Cement Bag Counting System

Engineered, trained, and optimized a custom YOLOv8 computer vision model (97.5% accuracy), handling end-to-end dataset annotation, augmentation, and hyperparameter tuning.
Optimized model inference using ONNX Runtime for real-time edge processing and authored setup documentation for factory personnel.
Built a PyQt5 inventory management dashboard and presented evaluation metrics, loss curves, and ROI findings directly to plant leadership.
Verified Experience
The Ramco Cements Limited
May 2024 – Aug 2024

AI & ML Intern — Human Detection & Security System

Developed human detection project using AI with Python and computer vision libraries.
Trained and deployed object detection models on multi-camera RTSP video feeds utilizing Python multithreading for concurrent batch inference.
Contributed to data cleaning process and setting up automated systems to track water extraction and consumption.
Verified Experience
Igress Solutions LLP
Nov 2023 – Dec 2023

Data Analyst & Project Intern

Designed Power BI sales analytics dashboards and engineered automated Python ETL pipelines for AWS sales & telemetry data.
Collaborated with team members on cloud infrastructure project management and operational dashboards.
Received Spot and Impact Awards within month one for data presentation clarity and precision ETL modeling.
Verified Experience

Leadership & Technical Association Roles

2 Positions
Ramco Institute of TechnologyAug 2025 – Present

President – Neoteric AI Association

Leading technical initiatives and coordinating activities within the Neoteric AI Association
Mentoring students in project development, AI concepts, and implementation strategies
Organizing workshops, technical events, and collaborative sessions
Google Developer Groups on Campus - RITOct 2025 – Present

AI & ML Lead

Leading AI & ML initiatives, organizing technical sessions, and building a vibrant community of developer peers on campus.

National Honors & Hackathon Achievements

Francis Xavier Engineering College
1st Prize — National Paper Presentation

AI research presentation on deep learning architectures for cancer differentiation.

INNOVANZA 2025
1st Prize — INNOVANZA 2025 National Hackathon

Industrial Safety Gear Monitoring System combining YOLOv8 CV + Microcontrollers.

National AI Innovate
Best Team Award (Lead) — National AI Innovate Hackathon

Led production LLM solution design, prompt engineering, and live model pitch.

Kalasalingam University
Finalist — HACKODESY 2k25

Reached national finals in competitive AI system design.

05 / Stack & Tools

Technical Arsenal.

Click 3D stack folders to trigger paper popouts and inspect full domain specs & competencies.

4 Skills

LLM Engineering & GenAI

  • LLM Fine-Tuning (LoRA, PEFT, SFT)
  • Quantization (GGUF, AWQ)
  • RAG & Vector DB Architecture
  • Ollama / Llama 3 8B & AWS Bedrock
4 Skills

Computer Vision & ML

  • YOLOv8 Object Detection
  • ONNX Runtime Edge Inference
  • PyTorch & OpenCV Pipelines
  • Dataset Annotation & Augmentation
5 Skills

Database & Storage Systems

  • PostgreSQL & Relational Schemas
  • Redis Caching & In-Memory Queues
  • Vector DBs (ChromaDB, Pinecone)
  • Convex Realtime DB & AWS S3
  • Power BI & Python ETL Pipelines
3 Skills

Full-Stack & Cloud DevOps

  • Python / FastAPI / Django
  • React / Next.js / TypeScript
  • Docker Sandboxing & CI/CD
2 Skills

Architecture & Technical Writing

  • LMS Integration & Documentation
  • Anti-Cheat Detection Algorithms
Let's create something memorable

Ready to build an experience that feels effortless and unforgettable?

Available for selective product partnerships, AI solution design, and ambitious engineering builds.

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Based in India • Global Collaboration
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