Sovereign AI Deployment, Scaling, and Renewable Compute
2025–Present · VerroAI
As Founder & CEO of VerroAI, I lead the development of sovereign AI infrastructure that enables businesses to deploy, scale, and manage AI securely through a developer-friendly platform.
I engineered secure model deployment and execution pipelines for enterprise AI workloads.
I designed simplified API layers and CLI tooling for friction-free developer experience.
I pioneering long-term sustainable compute models integrating green infrastructure.
I architected developer-friendly sovereign AI infrastructure with long-term renewable compute vision.
Platform Focus
Sovereign AI
Infrastructure
Developer First
Compute Vision
Renewable Powered
Python · TypeScript · Docker · Kubernetes · Sovereign AI · Microservices
AI-Driven Infrared Computer Vision for Hardware Manufacturing
2025 · Electronics Corporation of India Limited (ECIL)
I developed infrared-based PCB anomaly and defect detection pipelines using OpenCV and automated preprocessing workflows for quality assurance at scale.
I collaborated with cross-functional hardware & software engineering teams.
I constructed image enhancement and edge-matching algorithms for micro-cracks and solder anomalies.
I automated end-to-end data preprocessing workflows for real-time factory line deployment.
Matrix Reconstruction for Camera-Captured Print Quality
2025
I engineered a matrix reconstruction system to correct distortion and illumination noise in camera-captured printed document images back into original grayscale matrices.
I designed spatial perturbation correction matrices using NumPy linear algebra routines.
I optimized pipeline throughput for high-volume camera scanning workflows.
Achieved 18% error reduction, handling 10,000+ images per hour for scalable document processing.
Error Reduction
18%
Processing Speed
10,000+/hr
Python · OpenCV · NumPy · Matrix Algorithms
AI-Based Blackjack Probability Bot
Deep Q-Network Reinforcement Learning Agent with OCR Inputs
2025
I built a Deep Q-Network (DQN) reinforcement learning agent that processes live visual game screens via OCR to calculate optimal strategic decision probabilities.
I trained Q-tables using PyTorch neural networks with custom reward functions.
I integrated OpenCV optical character recognition (OCR) for real-time card recognition.
Achieved 22% improved decision accuracy over baseline card-counting strategies across 500+ game scenario batches.
NLP-Powered Web Scraping & Dynamic Analytics Dashboard
2025
I led the development of an NLP-powered web scraping engine processing sentiment and competitive telemetry to populate real-time market intelligence dashboards.
I configured headless Selenium scrapers with proxy rotation.
I engineered an NLP pipeline using spaCy for sentiment scoring and brand entity extraction.
Processed 100,000+ data points weekly with automated entity recognition.
Fusion 360 Structural Engineering for High-Speed Drone Racing
2023–2024
I designed custom lightweight carbon-fiber drone frame components and aerodynamic enclosures in Fusion 360, Blender, and SketchUp for drone racing aeromodelling.
I 3D modeled custom arms, motor mounts, and camera canopy enclosures.
I fabricated physical prototypes using FDM 3D printing and composite materials.
Optimized frame thrust-to-weight ratio and motor vibration dampening for high-G maneuvering.