🔒 Ontario-Registered · PIPEDA Compliant AI Lab

Private AI Engineering
Built For Your Business

LLM · RAG · AI Chatbots · Computer Vision — deployed entirely on your hardware. Your data never touches the cloud. Ever.

Start Your AI Project View Portfolio →
100%
On-Premises Deployment
3+
Years AI/ML R&D
0
Data Leaves Your Network
PIPEDA
Compliant Architecture
Privacy First

Your Data. Your Hardware. Your Control.

Every AI system we build runs entirely within your infrastructure. No OpenAI. No Azure OpenAI. No third-party cloud. Zero data exposure.

🛡️

Enterprise Privacy Standards Built In By Default

We architect LLM inference engines, RAG pipelines, and Computer Vision models that are deployed locally on your servers — fully aligned with Canadian data sovereignty, healthcare data handling, and financial data regulations.

PIPEDA Compliant PHIPA Ready No Cloud APIs On-Premises LLM Encrypted at Rest Audit Logs
What We Build

Enterprise AI Services

End-to-end AI engineering — from research and model selection to full production deployment on your infrastructure.

🧠

Large Language Models (LLM)

Private LLM deployment with full inference control — no API keys, no usage fees, no data exposure.

  • On-premises Ollama / LLaMA deployment
  • Custom fine-tuning on your domain data
  • Open WebUI integration for teams
  • GPU-accelerated local inference
📄

RAG — Private Document AI

Ask questions of your internal documents, manuals, contracts, and databases with zero data leakage.

  • Qdrant / Chroma vector database setup
  • PDF, Word, Excel, SQL source ingestion
  • LangChain pipeline orchestration
  • Role-based document access control
💬

AI Chatbots & Automation

Intelligent conversational AI embedded in your existing tools — website, Slack, Teams, or internal portals.

  • Customer service & FAQ automation
  • Internal HR / IT helpdesk bots
  • Multi-turn conversational memory
  • REST API & webhook integration
👁️

Computer Vision

Real-time image and video intelligence for quality control, safety monitoring, and automated inspection.

  • Object detection & classification
  • Defect & anomaly detection
  • Real-time CCTV / camera AI processing
  • Edge deployment on local hardware
📊

Predictive ML & Analytics

Machine learning pipelines that turn your raw business data into actionable revenue intelligence.

  • Customer churn & risk prediction
  • Demand forecasting & inventory AI
  • Financial ROI modeling ($ CAD)
  • Interactive Streamlit dashboards
🔗

Data Pipeline & EDI Analytics

Automated data ingestion, transformation, and reconciliation pipelines for enterprise supply chains.

  • ANSI X12 EDI 850/855/856/846 parsing
  • SQL, JSON, CSV, XML pipeline automation
  • Trading partner compliance reporting
  • Python ETL engineering
Our Advantage

Why Choose HashGyan Labs

We are not a software reseller. We build every system from scratch, on your hardware, with your data staying inside your network.

🔒

Zero Data Exposure

Every model runs locally. No OpenAI API. No Azure. No third-party server ever touches your data.

🇨🇦

Canadian Compliance

PIPEDA & PHIPA aligned architecture. Built specifically for Canadian financial, insurance, and healthcare standards.

Production-Ready

Not prototypes. Not notebooks. Fully deployed, Docker-containerized, and API-ready production AI systems.

💰

No Recurring API Fees

Own your AI permanently. No monthly OpenAI bills. One-time engineering investment with lifetime ownership.

🧬

Domain Expertise

Deep experience in Healthcare, Telecommunications, Supply Chain, and Financial analytics domains.

📍

London, Ontario Based

Local presence in London, ON. Available for on-site consultation, hardware setup, and in-person workshops.

Who We Serve

Industries We Serve

Specialized domain knowledge across the key sectors of London, Ontario's economy.

🏥
Healthcare & Clinical
🏦
Banking & Insurance
📡
Telecommunications
🏭
Manufacturing & CPG
🚚
Supply Chain & Logistics
⚖️
Legal & Compliance
Proof of Work

Applied Research Portfolio

Real-world machine learning systems built end-to-end with measurable business outcomes.

Telecommunications · Customer Analytics

Telecom Customer Churn Intelligence & Financial Risk Platform

Production ML pipeline with SMOTE resampling (81.8% Accuracy, 0.865 ROC-AUC), financial ROI simulator, customer risk decile segmentation, and Streamlit web app deployment.

81.8%
Accuracy
+$53.6k
CAD Net ROI Saved
0.865
ROC-AUC
View on GitHub →
Healthcare · Clinical Risk Assessment

Heart Disease Risk Prediction & Clinical Classification Engine

Machine learning classifier analyzing 14 cardiology features across 303 patient records to predict coronary heart disease risk and support clinical triage prioritization.

88.5%
Accuracy
0.941
ROC-AUC
3
ML Models
View on GitHub →
Supply Chain · EDI Operations

Labatt Brewing — EDI Supply Chain EDA & Compliance Analytics

End-to-end analysis of ANSI X12 EDI 850/855/856/846 transactions across 20+ Canadian retail trading partners (LCBO, Loblaws, Sobeys). Automated compliance reporting and carrier KPI dashboards.

20+
Trading Partners
EDI X12
Standard
85%
Compliance Rate
View on GitHub →
Get In Touch

Start Your AI Project

Based in London, Ontario. Available for on-site consultation, remote projects, and enterprise AI workshops across Canada.

Let's Build Something Private & Powerful

Whether you need a local LLM, a RAG document chatbot, a Computer Vision system, or a predictive ML pipeline — I will engineer it on your hardware with zero cloud exposure.

📍
Location
London, Ontario, Canada
🛡️
Compliance
PIPEDA · PHIPA · On-Premises Only

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