DataNest Canada builds intelligent products and services grounded in multi-year enterprise delivery across regulated operations, advanced analytics, and production AI systems.
We deliver production-grade AI across industries — each service backed by real deployments in enterprise environments.
Design and deploy multi-agent systems with LLM orchestration, RAG feedback loops, and multi-step reasoning. We have defined agentic AI standards at enterprise scale and delivered audio insight platforms with LLM-generated scripts and multi-voice TTS for commercial decision support.
Time-series anomaly detection and downtime risk scoring for critical assets. We have led IIoT integrations with Snowflake feature pipelines, SAP PM data, and BERT-based NLP to extract FMEA entities from maintenance logs — reducing unplanned downtime at pharmaceutical manufacturing sites.
Enterprise decision support systems for commercial pharma teams with grounding, data quality controls, and validation frameworks for reliable AI outputs in regulated environments.
Transformer-based semantic search engines using GPT and BERT embeddings over large technical corpora, enabling faster retrieval of maintenance records, SOPs, and engineering knowledge.
Autonomous property management agents that handle tenant communication, rent collection, screening, maintenance triage, utilities, and legal compliance — all through WhatsApp. Delivered as NestMind AI, now live and serving landlords.
AI-powered financial automation — portfolio tracking, investment insights, and intelligent financial assistants. Built full-stack fintech applications with real-time data pipelines and conversational AI interfaces for personal and commercial finance.
Custom websites for service-based businesses that need a polished brand presence, clear service pages, lead capture, and mobile-friendly design. We build fast, modern sites that help local businesses present their work professionally and convert visitors into inquiries.
See Website Example →End-to-end products built and deployed by DataNest — from AI property management to fintech and enterprise knowledge systems.
Autonomous AI property management agent. Handles tenant communication, rent collection, tenant screening, maintenance triage, utility scraping, and Ontario RTA legal compliance — all through WhatsApp. Landlords manage entire portfolios hands-free.
Visit NestMind AI →AI-powered financial assistant built for personal and portfolio finance. Provides intelligent insights, real-time market data analysis, and conversational finance management — demonstrating full-stack fintech development from backend APIs to polished UI.
Visit Fintech App →An agentic knowledge assistant for large organizations — connecting email, Workday, SharePoint, HR documents, and company policy docs into a single conversational interface. Employees ask questions and get accurate, policy-grounded answers instantly. Built on a custom agentic framework with enterprise security controls.
Deployed internally — demo available on requestA curated showcase of projects, experiments, and open-source work by Arshdeep Bamrah — spanning ML, agentic AI, full-stack development, and data engineering. Includes code samples, write-ups, and project documentation.
Visit Portfolio →DataNest is built on enterprise-grade delivery, where solutions had to be reliable, governed, and usable by business teams every day in production.