Guryash Singh Dhall
Senior Data Engineer & AI Specialist at Nova Scotia Health

Guryash Singh Dhall

Healthcare AI Strategist & Solution Architect

Helping enterprises adopt AI at scale across Databricks, Snowflake, Azure & GCP

Speaker • Thought Leader • Newsletter Author

Trusted platforms I work with

DatabricksSnowflakeMicrosoftGoogle CloudSAPOracle

What I Do & Why It Matters

Transforming healthcare through strategic AI implementation and data-driven solutions across the full cloud ecosystem.

My Approach

Assessment
Strategy
Architecture
Build
Adoption & Value

AI/ML Systems

Build scalable AI/ML systems that transform patient care and healthcare operations at enterprise scale.

Improved clinical outcomes

Strategic Advisory

Trusted advisor to healthcare providers, payers, and enterprise technology leaders on AI adoption.

Evidence-based decision making

Solution Architecture

End-to-end solution design across Databricks, Snowflake, Azure, and GCP for regulated industries.

Technology-health system alignment

Core Expertise

Deep platform mastery across the modern cloud data stack

Databricks

Databricks

Apache SparkDelta LakeMLflowUnity CatalogDatabricks SQL
Snowflake

Snowflake

Data SharingSnowparkStreamlitSnowSQLData Marketplace
Microsoft Fabric & Azure

Microsoft Fabric & Azure

Microsoft FabricPower BIAzure Data FactorySynapse Analytics
Google Cloud

Google Cloud

BigQueryVertex AIClinical SearchDataplexCloud Healthcare API

AI / ML

Generative AILLMsNLPClinical AIPatient Engagement AI

Career Journey

Building expertise across healthcare, banking, and retail sectors

Senior Data Engineer & AI Specialist

Nova Scotia Health Authority

6+ Years Healthcare AnalyticsCurrent
EMR AI Chatbot
$4M Supply Savings
Gov Data Pipeline
Workforce +35% Eff.

Leading AI/ML initiatives and data engineering solutions for Canada's health system.

Analytics Lead

Banking & Retail (BDO, Mu Sigma)

Cross-Industry ExperiencePrevious

Delivered strategic analytics solutions across banking and retail sectors, building cross-industry expertise in data-driven decision making.

Industry Focus

Deep domain expertise where data meets real-world impact

Healthcare

Primary Focus

6+ years leading AI/ML initiatives in Canada's healthcare system. From EMR chatbots to clinical search — transforming patient care through data-driven solutions.

  • Clinical AI & NLP for patient records
  • Healthcare data lakehouse architectures
  • HIPAA/PIPEDA compliant AI deployment
  • Population health analytics

Manufacturing & Supply Chain

Secondary Focus

Expertise in supply chain optimization, demand forecasting, and operational efficiency through advanced analytics and ML models.

  • Supply chain cost optimization ($4M+ savings)
  • Demand forecasting & inventory optimization
  • Workforce planning & efficiency analytics
  • Operational data pipeline automation

Impact & Case Studies

Real projects delivering measurable outcomes in healthcare and data engineering

GCP Clinical Search

Nova Scotia Health

Healthcare AI

Implemented Google Cloud Healthcare API and Clinical Search to enable intelligent querying of clinical data, improving care team access to patient information.

Impact

Accelerated clinical decision-making

GCPClinical SearchHealthcare APINLP

EMR AI Chatbot

Nova Scotia Health

Healthcare AI

Built a natural-language record lookup and workflow automation system, enabling physicians to query patient records conversationally.

Impact

~70% reduction in physician admin time

GenAILLMNLPEMRHealthcare

Supply Chain Analytics Platform

Nova Scotia Health

Data Engineering

Designed a data model and Power BI insight layer for healthcare supply chain, uncovering cost optimization opportunities across procurement.

Impact

~$4M annual cost savings potential

Power BIData ModelingSupply ChainAzure

Workforce Optimization Engine

Nova Scotia Health

Data Engineering

Integrated 4 disparate workforce systems into a unified analytics platform, automating manual reporting and enabling real-time operational insights.

Impact

+35% ops efficiency, ~52 hrs/month saved

ETLAutomationWorkforce AnalyticsFabric

Government Data Pipeline

Nova Scotia Health

Infrastructure

Automated CI/CD data transfer from restricted government environments with full integrity checks and audit trail controls.

Impact

Secure automated data transfer at scale

CI/CDData PipelineSecurityCompliance

Fraud Detection Model

Mu Sigma

Machine Learning

Developed end-to-end Fraud Detection model deployed for Insurance client with 78% accuracy rate. Precisely flagged fraudulent claims resulting in 20% revenue savings. Included business understanding, data collection, preprocessing, feature selection, model comparison, hyperparameter tuning, and A/B testing.

Impact

20% revenue savings via fraud detection

Machine LearningA/B TestingInsurancePythonFeature Engineering

Speaking & Events

Sharing knowledge at healthcare technology conferences and academic institutions

Speaking at McGill University

Speaking at McGill University

Montreal

Key Engagements & Achievements

  • Toastmaster Debate Competition Winner
  • McGill University Speaker Panel
  • HLTH 2024 Conference — Las Vegas
  • Gen AI Hackathon Lead — Halifax
  • Google Cloud Labs 2025 — Montréal

Speaking Topics

  • Strategic AI adoption in HealthTech
  • Secure AI deployment in regulated industries
  • Generative AI for patient engagement
  • Cloud data platforms for healthcare transformation
  • Building data lakehouses with Databricks & Snowflake
Invite Me to Speak at Your Event

Certifications & Credentials

Validated expertise across cloud platforms and regulated industries

Google Cloud

Generative AI Leader

Google Cloud

Applied GenAI strategy, LLM integration & governed deployment.

Microsoft

Fabric Certified Practitioner

Microsoft

Advanced data platform implementation and management.

AI/ML Data Engineering

Regulated Industries

Specialized expertise in healthcare and financial sectors.

Newsletter

HealthTech Singh

Insights on AI in healthcare, cloud data platforms, and the future of HealthTech. Join the conversation on transforming patient care through technology.

  • AI in Healthcare trends
  • Cloud platform insights
  • Data engineering best practices
  • Industry case studies

Let's Collaborate on HealthTech + AI

Ready to transform healthcare through strategic AI implementation? Let's connect.

Available For

Speaking EngagementsHealthcare AI StrategySolution ArchitectureCloud Data ConsultingSecure AI Deployment

Usually responds within 24h