Neil Jubinville

Neil Jubinville

AI Architect | BSc AI / ML | Full Stack AI Product & Platform Development

First Class Honors in Artificial Intelligence & Machine Learning — University of London, Goldsmiths UK

Instrumentation Engineering Technologist (NAIT) — SCADA, PLC, DCS Control Systems Specialist

20+ Years Building Full Stack Enterprise Web Applications

15+ Years as CEO / CTO, Technical Founder, Entrepreneur, Product Architect & Technical Lead

3D Experience
Agentic AI LangChain / LangGraph GPT-4 / Claude / Llama RAG Pipelines MCP Servers CrewAI / AutoGen Vector Databases Prompt Engineering PyTorch / TensorFlow Hugging Face Fine-Tuning / LoRA vLLM / Ollama MLOps / AI DevSecOps Computer Vision NLP / NLU Azure / AWS / GCP Docker / Kubernetes Python / FastAPI React / Next.js SCADA / PLC / DCS Cybersecurity Enterprise ERP Agentic AI LangChain / LangGraph GPT-4 / Claude / Llama RAG Pipelines MCP Servers CrewAI / AutoGen Vector Databases Prompt Engineering PyTorch / TensorFlow Hugging Face Fine-Tuning / LoRA vLLM / Ollama MLOps / AI DevSecOps Computer Vision NLP / NLU Azure / AWS / GCP Docker / Kubernetes Python / FastAPI React / Next.js SCADA / PLC / DCS Cybersecurity Enterprise ERP
Executive Technology Leader

25+ years architecting and delivering enterprise digital transformation across government, Fortune 500, and critical infrastructure environments. Proven CEO/CTO with deep experience driving AI-first business transformation—from reimagining workflows and building prototypes to hardening security and scaling multidisciplinary teams. Direct partner to founders, CXOs, and ministry executives with a track record of translating emerging AI capabilities into production-ready, ROI-driven solutions.

Government of Alberta Digital Transformation Fortune 500 Energy Clients 40+ Client Organizations

Technology Visionary & Hands-On Builder

Technology isn't just my career—it's my passion. I write code every day because I believe the best architects never stop building. 100% fluent in modern GenAI coding agent flows—fully integrated in Agentic AI practices, MCP server design, and AI-augmented development workflows. Software is being revolutionized by AI, and I'm not watching from the sidelines—I'm building the future, shipping production AI systems, and pioneering what's next.

Agentic AI & RAG Pipelines LLM Integration & MLOps Full Stack Production Systems

Let's Build Something Extraordinary

Looking for an AI Architect, Technical Founder, or hands-on CTO who can lead transformation and ship production code? Let's connect.

My true GitHub activity is solid green with daily commits — private corporate repos don't display public activity levels.

Portfolio

Git-Hub.ai Developer Agent Platform

Git-Hub.ai Developer Agent PlatformActive

2024-Present

Git-Hub.ai

Founder & Chief AI Scientist

AI-powered SaaS platform converting Git repositories into agentic conversational interfaces for developers, featuring multi-model support and extensive private model benchmarking.

Reduced developer productivity losses from time-consuming navigation and comprehension of large, complex codebases.
Architected full-stack system using FastAPI, NodeJS, and React. Implemented RAG pipelines with PGVector and VSCode extension. Integrated vLLM for high-performance inference, Huggingface transformers, and SMOLagents for agentic workflows. Conducted extensive testing with DeepSeek, Qwen Coder, and multiple private models for optimal code understanding.
Delivered production-ready conversational AI platform enabling natural-language code queries and context-aware assistance with flexible model selection and benchmarked performance across multiple LLM providers.
Improved developer productivity by enabling natural-language interaction with codebases through optimized multi-model agentic AI architecture.
FastAPI NodeJS React PGVector VSCode Extension vLLM Huggingface SMOLagents DeepSeek Qwen Coder Ollama Docker LLM Integration RAG Pipelines
AI Commander - Mobile AI Control Center & Agentic Processor + Browser Sync

AI Commander - Mobile AI Control Center & Agentic Processor + Browser SyncActive

2025-Present

Orbital Software

Founder / AI Research Scientist / Full Stack Developer

React Native mobile application that transforms smartphones into powerful AI control centers, enabling users to execute agentic AI operations remotely through an innovative copy-paste interaction paradigm and pre-built template library designed for non-technical users.

Average users lack the technical expertise to leverage sophisticated AI capabilities. Complex interfaces and unfamiliar workflows create barriers to AI adoption for small business owners, content creators, and everyday professionals.
Built cross-platform React Native mobile app with agentic LangChain orchestration and OpenAI integration. Pioneered copy-paste interaction model using universally familiar operations as the foundation for AI control. Created template library with 12+ professional templates across 150+ AI actions for developers, content creators, marketers, and educators. Chrome extension enables secure WebSocket communication for real-time desktop control.
Delivered production mobile app with seamless cross-platform synchronization, real-time command execution, and privacy-first architecture with local processing options. Template system removes learning barriers for non-AI users.
Democratized AI access by bridging the gap between sophisticated AI capabilities and average users through mobile-first design, cognitive load reduction, and familiar interaction patterns that empower anyone to leverage AI.
React Native LangChain OpenAI Chrome Extension WebSocket iOS Android End-to-End Encryption Local Processing Template Engine
Hunter - AI-Powered Recruiting Intelligence

Hunter - AI-Powered Recruiting IntelligenceActive

2025-Present

Orbital Software

Founder / Chief AI Architect / Full Stack Developer

Agentic AI SaaS platform for recruiting intelligence featuring autonomous Candidate Scouts that mine LinkedIn, GitHub, and 50+ platforms to build comprehensive candidate profiles with AI-powered competency analysis and match scoring. Also serves job seekers with AI-driven personal dimension analysis and automated resume tailoring for every job posting.

Recruiters spend endless hours screening unqualified candidates, miss passive talent not actively looking, and rely on surface-level LinkedIn profiles that don't reveal true competencies or culture fit.
Built full agentic AI platform with LangChain orchestration, OpenAI agents, and BrightData MCP for headed browser automation. Custom MCP servers with Pydantic validation, React/Vite frontend, FastAPI backend with Celery-powered AI runners. Agentic resume optimizer analyzes job seeker profiles to build multi-dimensional competency models, then auto-tailors resumes to match specific job postings. Stripe integration for SaaS subscriptions. CI/CD deployment on AWS Kubernetes.
Delivered production recruiting platform with 24/7 autonomous candidate sourcing, deep profile analysis inferring skills and personality from social data, and AI-generated interview questions. 75% faster sourcing with 3x quality improvement.
Transformed recruiting workflows by enabling AI-powered passive candidate discovery, automated competency analysis, and data-driven hiring decisions. Empowers job seekers with AI-generated personal dimension profiles and perfectly tailored resumes for every application.
LangChain OpenAI Agents BrightData MCP Custom MCP Servers Pydantic React Vite FastAPI Celery Stripe AWS Kubernetes CI/CD PostgreSQL Redis
Orbital Agentic ERP Business Platform

Orbital Agentic ERP Business PlatformActive

2000-Present

Orbital Software

Founder CEO/CTO / Chief Architect / Full Stack Developer

Founded and continuously evolved comprehensive cloud-native SaaS ERP platform with 18+ modules covering financial management, sales, billing, HR, inventory, manufacturing, and e-commerce. Now featuring AI-powered contextual chat agents for intelligent business automation and decision support.

SMBs face prohibitive costs with enterprise ERP solutions from SAP, Oracle, and Microsoft Dynamics while lacking affordable, integrated alternatives.
Designed and built comprehensive modular ERP platform covering invoicing, payments, inventory, accounting, CRM, manufacturing, payroll, expenses, sales orders, e-commerce, shipping, and receiving. Evolved from Java/JSP to modern Django/React stack with agentic AI layer featuring RAG pipelines, vector embeddings, and contextual chat agents for intelligent workflow automation.
Successfully delivered and operate a production ERP platform serving diverse SMB clients with 20+ years of continuous evolution. AI agents now provide contextual assistance, automate routine tasks, and deliver intelligent insights across all modules.
Democratized access to enterprise-grade business operations and AI-powered automation for SMBs through an integrated, affordable agentic SaaS ERP platform.
Django Django-REST React Vue.js PyTorch TensorFlow PostgreSQL PGVector LangChain Claude API OpenAI API RAG Pipelines AWS Docker Kubernetes WebSockets
Alberta Collision Reporting - Digital Transformation & AI

Alberta Collision Reporting - Digital Transformation & AI

2023

Government of Alberta

Digital Product Architect / AI R&D Lead (High Security Clearance)

Comprehensive digital transformation of Alberta's province-wide collision reporting system with AI/ML R&D for NLP-based collision description analysis, image-based damage assessment, and data-driven decision support.

Modernized collision reporting infrastructure that could not adequately support province-wide law enforcement integrations, lacked intelligent data extraction, and required manual damage assessment processes.
Designed and implemented end-to-end full stack architecture with DevOps practices. Built secure multi-tenant Azure networking with Protected B Kubernetes cluster management. Led LLM R&D for code automation (pre-Claude era), NLP for collision description extraction, and LLM-based image analysis for vehicle damage assessment and parts BOM generation for collision estimation.
Delivered a production-ready modernization solution meeting government-grade security and compliance standards. Advanced AI/ML capabilities for automated collision analysis and data-driven insights.
Enabled province-wide standardization of collision reporting processes, improved law enforcement access, and pioneered AI-assisted damage assessment and analytics for data-driven policy decisions.
Django React Azure Cosmos DB Kubernetes Oracle OIDC SAML CI/CD Pipelines NLP LLM Computer Vision Data Science Python PyTorch
CfMC/Survox Market Research Platform

CfMC/Survox Market Research Platform

2023

CfMC/Survox

Senior DevOps Engineer / Infrastructure Architect

Managed production and development DevOps for global multimodal market research platform serving Fortune 500 and federal clients.

Ensured reliable, scalable infrastructure for multimodal IVR and web survey services supporting enterprise security requirements.
Architected and operated AWS VPC/EC2/S3/DynamoDB environments with hardened security and ELK stack observability.
Sustained stable production operations for major clients including Lowes, Starbucks, NOAA, and federal government.
Enabled secure, reliable market research operations at global scale for Fortune 500 and government clients.
Docker Python Django Flask AWS VPC EC2 S3 DynamoDB IBM Watson Salt Chef ELK Stack
Suncor SCADA SOC Connector

Suncor SCADA SOC Connector

2022

Suncor

System Architect / Protocol Engineer

Real-time cybersecurity alerting connector bridging OT network security monitoring with industrial SCADA operator interfaces.

Improved incident response for oil and gas operations where OT cybersecurity alerts were not visible to SCADA operators.
Integrated with Nozomi and Cisco OT network switch telemetry. Built translation layer mapping security events into OPC-UA.
Delivered a functional MVP enabling real-time cybersecurity alerting directly on operator SCADA interfaces.
Enhanced OT cybersecurity visibility by delivering actionable alerts to operators within their native SCADA workflows.
Node.js Nozomi Cybersecurity API OPC-UA VMware Docker Cisco OT Network SCADA Integration
Integradex.AI Pipeline Platform

Integradex.AI Pipeline Platform

2019

Integradex.AI

VP Technology R&D / Product Architect / Principal Developer

Intelligent SaaS platform for cryptographic-based pipeline controls integrity monitoring and regulatory compliance automation.

Addressed midstream energy operators' inability to efficiently maintain SCADA/HMI controls integrity at scale.
Architected full-stack SaaS platform using Python/Django and Vue.js/Vuetify with secure cryptographic scanning technology.
Delivered commercial product successfully sold to major energy transmission companies including Inter-Pipeline and Enbridge.
Created new revenue streams through differentiated cryptographic scanning and compliance automation platform.
Python Django Vue.js Vuetify PyTorch TensorFlow OpenCV Azure AWS PostgreSQL
Strata Labs ILP/XRP Blockchain

Strata Labs ILP/XRP Blockchain

2018

Strata Labs

System Designer / Protocol Developer

Backend implementations of Interledger Protocol (ILP) to simulate multi-endpoint L2 money transfers with XRP Ripple settlement.

Enabled cross-ledger money transfer experimentation where existing implementations were insufficient.
Architected the protocol implementation focusing on backend correctness. Implemented ILP components in Rust and Node.js/TypeScript.
Delivered a functional ILP prototype enabling simulation of cross-ledger transfers with settlement on XRP Ripple.
Demonstrated the feasibility of ILP-based cross-ledger payments and contributed to blockchain payment infrastructure.
Rust JavaScript TypeScript Node.js Interledger Protocol XRP Ripple Blockchain
ZYX Surgeon Hand Tracking

ZYX Surgeon Hand Tracking

2018

ZYX

Project Manager / ML Model Co-Designer

Machine learning-based ground truth tracking system to record and analyze surgeon hand movements during procedures.

Addressed the lack of objective, data-driven methods for evaluating surgical hand technique and procedural performance.
Co-designed Hidden Markov Model-based ML approaches for hand movement classification. Implemented 3D visualization using Unity 3D.
Delivered a functional prototype enabling objective measurement and analysis of surgeon hand movements.
Pioneered a data-driven surgical training approach that supports objective technique evaluation.
C++ Qt Hidden Markov Models Unity 3D Leap Motion Visual Studio
Amazon Robotics Monitoring System

Amazon Robotics Monitoring System

2018

Amazon Robotics

System Architect / Designer

Architecture for real-time robot diagnostics and data acquisition system to detect and prevent motor failures across warehouse fleet.

Reduced operational risk from unplanned robot motor failures and overheating events that disrupt warehouse throughput.
Architected a comprehensive monitoring system that logs real-time subsystem telemetry and supports prescriptive maintenance.
Delivered an end-to-end architecture enabling real-time monitoring of robotic fleet health.
Enabled data-driven prescriptive maintenance by providing structured architecture for early detection of motor failures.
Python Flask JSON API Design AWS Cloud Services Sensor Integration Signal Processing
Social Impact Fundraising iOS App

Social Impact Fundraising iOS App

2017

Silicon Valley Startup

Cloud DevOps Engineer / Backend Developer

Cloud infrastructure, CI/CD pipelines, and Python backend for a high-volume image processing and social posting platform.

Enabled a startup to scale high-volume image processing and social posting workloads typical of mobile photo-sharing platforms.
Architected AWS-based infrastructure using Elastic Beanstalk and autoscaling containers. Built Swagger-documented REST APIs.
Delivered a scalable backend and infrastructure foundation capable of supporting high-volume image processing.
Enabled a charity-focused social platform to scale media processing and user engagement capabilities.
Python Flask AWS Elastic Beanstalk OpenCV FFmpeg Docker Firebase iOS XCode
Cryptographic Identity Attestation

Cryptographic Identity Attestation

2017

BMW/Bank/Apple Ecosystem

DevOps Engineer / Infrastructure Architect / Backend API Designer

Multi-tenant PKI trust chain platform enabling cryptographic identity attestations across automotive, banking, and mobile ecosystems.

Enabled ecosystem partners to securely issue and verify identity attestations with consistent trust chain guarantees.
Designed Kubernetes-based infrastructure with Terraform, Chef, and Jenkins CI/CD. Architected backend APIs for PKI trust chain signing.
Delivered scalable infrastructure and backend services capable of supporting cryptographic identity attestations.
Enabled secure, standards-compliant identity attestation across automotive, banking, and mobile ecosystems.
Kubernetes Terraform AWS GCP Jenkins MongoDB JWT JWE OAuth WebRTC
Charity Solutions Auctions Platform

Charity Solutions Auctions Platform

2016

Charity Solutions Inc.

System Architect / Full Stack Developer / Project Manager

SaaS platform managing multi-location charitable auction operations with real-time gamified interactions and dealer portal.

Centralized fragmented auction operations across multiple locations where inventory and dealer relationships were difficult to coordinate.
Designed multi-location architecture with event-based inventory management. Built React mobile-first UI with real-time gamified interactions.
Delivered a production SaaS platform that supported charitable auction operations across distributed locations.
Improved operational efficiency for charitable auctions by centralizing inventory, dealer relationships, and event execution.
React Node.js Java Server Pages WebSockets Docker AWS EC2 AWS S3 Stripe Braintree
Stuart Olson Safety Observations

Stuart Olson Safety Observations

2016

Stuart Olson

System Architect / Full Stack Developer

Cloud-based SaaS platform for capturing, categorizing, and reporting behavior-based safety observations with mobile media capture.

Enabled systematic capture of safety observations in construction environments where field reporting was inconsistent.
Designed complete system architecture and implemented web and mobile applications for media capture and categorization.
Delivered a production platform supporting behavior-based safety observation tracking and reporting.
Improved safety culture by enabling consistent capture and analysis of behavior-based observations across job sites.
Java Server Pages Java Servlets Bootstrap jQuery Docker AWS EC2 AWS S3 MySQL
Safetech Consulting Platform

Safetech Consulting Platform

2016

Safetech

System Architect / Full Stack Developer

Cloud-based SaaS platform managing industrial safety consulting engagements, assessments, billing, time tracking, and payroll.

Streamlined consulting operations where engagement tracking, assessments, billing, and payroll were managed across disconnected tools.
Designed complete system architecture and implemented modules for engagement management, assessments, and project time tracking.
Delivered a production SaaS platform that supported industrial safety consulting operations across multiple clients.
Improved consulting delivery efficiency by centralizing engagement management, assessments, and project tracking.
Java Server Pages Java Servlets Bootstrap jQuery Docker AWS EC2 AWS S3 MySQL
Boxall Container Rentals

Boxall Container Rentals

2015

Boxall

System Architect / Full Stack Developer

Cloud-based SaaS platform managing storage container and sea can rentals including contracts, asset management, and logistics.

Centralized rental operations for a container rental company needing visibility into contracts, asset locations, and billing status.
Designed complete system architecture and implemented modules for contracts management, container tracking, and inventory location management.
Delivered a production SaaS platform supporting storage container rental operations with integrated contracts and logistics.
Improved asset utilization and customer service by centralizing container tracking, contracts, and logistics scheduling.
Java Server Pages Java Servlets Bootstrap jQuery Docker MySQL
Laird Electric Billing Platform

Laird Electric Billing Platform

2015

Laird Electric

System Architect / Full Stack Developer

SaaS platform managing industrial time billing with timesheet scanning and gated receivables-to-collections workflows.

Reduced manual billing effort for an industrial electrical services company handling high volumes of time-based billing.
Designed system architecture with UML modeling. Built timesheet scanning and object storage capabilities with gated workflow automation.
Delivered a production platform that streamlined industrial services billing operations and improved workflow visibility.
Improved receivables management by automating billing workflows and providing auditable timesheet evidence storage.
Java Server Pages Java Servlets Bootstrap jQuery Docker AWS EC2 AWS S3 MySQL
Cranemasters B2B SaaS

Cranemasters B2B SaaS

2015

Cranemasters

System Architect / Full Stack Developer

Comprehensive SaaS platform for crane lifting training management, site inspections, audits, and equipment tracking.

Centralized crane safety and compliance workflows previously managed through fragmented processes and manual reporting.
Designed end-to-end system architecture and implemented full-stack features using Java/JSP/Servlets with Bootstrap and jQuery.
Delivered a production SaaS platform supporting crane operations safety management and compliance reporting.
Improved safety compliance by centralizing training, inspections, audits, and equipment tracking into a single system.
Java Server Pages Java Servlets Bootstrap jQuery Docker AWS EC2 MySQL
Shell Vendor Management Platform

Shell Vendor Management Platform

2015

Royal Dutch Shell

System Architect / Full Stack Developer / Project Manager

Web-based platform centralizing contractor vendor compliance for refinery operations with GIS visualization and asset management.

Eliminated fragmented contractor compliance processes that made it difficult to verify credentials and track orientations.
Led requirements gathering and implemented full-stack functionality using Java/JSP/Servlets and Angular with GIS visualization.
Delivered a comprehensive vendor management platform enabling centralized contractor compliance tracking across refinery operations.
Streamlined contractor management and improved compliance tracking through a centralized, auditable platform.
Angular Java Server Pages Java Servlets Google Maps API AWS EC2 Docker MySQL
Cloud 42 Private Cloud IaaS

Cloud 42 Private Cloud IaaS

2014

Cloud 42

Infrastructure Architect / System Administrator

Enterprise-grade private cloud IaaS platform using OpenStack across high-end Dell server hardware with ~1000 vCPUs.

Delivered private cloud capabilities for organizations requiring elastic compute and storage while maintaining full control over physical infrastructure.
Deployed OpenStack components including Keystone, Nova, Neutron, Glance, Horizon, Swift, and Ceph.
Delivered a production private cloud platform providing approximately 1000 vCPUs and 400 TB fiber SFP+ data backplane capacity.
Enabled scalable, secure private cloud operations by delivering an OpenStack-based IaaS platform with enterprise-grade capabilities.
OpenStack Horizon Swift Ceph Keystone Nova Neutron Dell Servers Ubuntu
MHSA Health & Safety Platform

MHSA Health & Safety Platform

2012

MHSA Alberta

System Architect / Full Stack Developer / DevOps Engineer

Hybrid cloud/on-prem SaaS platform managing safety compliance for manufacturers across Alberta.

Centralized safety training and compliance management for a provincial non-profit serving manufacturers.
Led requirements gathering, UI/UX design, and full-stack development using Java/JSP/Servlets with Bootstrap and jQuery.
Delivered a production platform supporting safety training and compliance management for Alberta's manufacturing sector.
Centralized safety compliance operations for manufacturers, improving visibility into training completion and certification status.
Java Server Pages Java Servlets Bootstrap jQuery Docker AWS OpenStack MySQL
Safebook Industrial HSE Platform

Safebook Industrial HSE Platform

2009

Safebook Industrial

System Architect / Full Stack Developer / Product Manager

Comprehensive SaaS platform for health, safety, and environment management across industrial and construction operations.

Reduced HSE compliance risk for industrial and construction companies managing contractors, training, and certifications.
Designed system architecture and implemented full-stack modules for contractor management, site monitoring, training, and certification tracking.
Delivered a production SaaS platform supporting end-to-end HSE management workflows for industrial and construction clients.
Improved HSE compliance by providing centralized contractor, training, and certification tracking across projects and sites.
Ionic Java Server Pages Java Servlets Bootstrap jQuery Docker AWS EC2 AWS S3
Agricultural Birth Rate Tracking

Agricultural Birth Rate Tracking

2006

Government Agricultural

System Architect / IoT Developer / Full Stack Developer

Wireless mobile IoT RFID scanning system with real-time server connectivity for farm animal birth rate tracking and food safety monitoring.

Enabled government regulators to monitor animal birth rates and food safety risks, including mad cow disease.
Programmed mobile IoT devices and RFID scanning wands using Java Mobile J2ME on Motorola hardware with Telus CDMA packet switching.
Delivered a production system enabling real-time tracking of farm animal births across regulated agricultural operations.
Enhanced food safety monitoring by enabling real-time birth rate tracking and centralized regulatory reporting.
Java Mobile J2ME RFID Telus CDMA Java Servlets Tomcat Socket Servers
Petersen Traffic Lines

Petersen Traffic Lines

2004

Petersen Traffic Lines

System Architect / Full Stack Developer / IoT Developer

Integrated platform combining live field equipment diagnostics, IoT fleet tracking, and activity-based costing for line painting operations.

Improved operational visibility for a road marking company lacking real-time insight into fleet equipment health and job quality outcomes.
Designed system architecture with GPS-tagged quality tracking and costing workflows. Developed IoT hardware for wireless fleet tracking with PLC integration.
Delivered a production platform enabling real-time fleet monitoring, GPS-tagged quality tracking, and integrated costing.
Enabled data-driven operations management by combining real-time fleet diagnostics with GPS quality evidence.
Java Server Pages Java Servlets MySQL Modbus IoT Hardware GPS Integration PLC Integration
Bluepath Industries MRP

Bluepath Industries MRP

2000

Bluepath Industries

System Architect / Full Stack Developer

Comprehensive web-based MRP system supporting JIT manufacturing, global sales distribution, and supply chain management.

Optimized manufacturing and inventory operations for an international manufacturer requiring JIT processes and accurate forecasting.
Performed requirements gathering, use case definition, and UML modeling using IBM Rational Rose. Implemented full-stack web functionality.
Delivered a production MRP platform that supported international manufacturing planning, dealer operations, and sales distribution workflows.
Improved manufacturing efficiency by enabling JIT inventory management and integrated production planning.
IBM Rational Rose UML Java Server Pages Java Servlets JavaScript MySQL Linux