Skip to content
View JesseVent's full-sized avatar
60 followers · 10 following

Achievements

Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: YOLOAchievement: Starstruckx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: YOLOAchievement: Starstruckx2Achievement: Arctic Code Vault Contributor

Highlights

  • Pro

Block or report JesseVent

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
JesseVent/README.md

Jesse Davies

agenticlab.com.au

Solutions Engineer & AI Architect with 17+ years designing and deploying production AI systems across government, healthcare, and enterprise. I turn complex AI capabilities into working developer tools and production solutions from real-time voice agents and agentic workflows to MCP servers, evaluation frameworks, and secure enterprise integrations.

What I do

  • 🤖 Agentic & voice AI MCP servers, RAG pipelines, function calling, n8n orchestration, eval-first delivery
  • ⚡ Production AI for government & enterprise secure, integrated, and built to ship
  • 🛠️ Developer tooling & data platforms the tools and infrastructure teams actually use day to day
  • 🔀 Data profiling, cataloguing & interoperability lineage, OMOP/healthcare, de-identification

Career highlights

  • $37.6B in tax compliance revenue at the ATO unified profiling platform scaled to 8,000+ daily users, targets hit a year early ($4B over)
  • One of the first AI automation projects in the Australian Public Service (2012) ~$5M/year saved, ATO Line Award
  • CIO-sponsored GPU ML build off the back of a top-16% Kaggle finish in the TensorFlow Speech Recognition Challenge
  • Led SAP ML proof-of-concept commissioned by the Minister
  • Built DHS online payment management ~$500K/day in repayments and the agency's first online payment arrangements
  • Built the Customer Journey dashboard for the DHS CIO digital twin of end-to-end claims, presented at external innovation forums
  • Partnered with McKinsey on graph analytics precursor prototypes to the ANGIE visualisation project
  • Solution architect and internal consultant for the CDO of SA Health
  • Delivered SA Health's first complete data dictionary AI profiling tools and agentic harnesses across a two-decade-old environment

Now

  • Founder & Principal AI Consultant @ Agentic Labs production AI for government and enterprise

    • DataCatalogs.ai (live) AI-powered data cataloguing platform
    • PromLabs OMOP analytics and clinical data tooling
    • SecuredTogether.io client-side de-identification with HIPAA/GDPR artefacts
    • Amelia real-time voice/video agent integrated with HubSpot via MCP + n8n

  • Principal Health Insights Analyst (AI Specialist) @ SA Health

    • Private Snowflake Cortex LLM environment (zero-egress)
    • Automated OMOP code mapping via dbt
    • Agentic executive reporting

  • Advisor, SMEC AI Pathfinder solution design and architecture guidance for early-stage AI founders

Developer evolution (2012–2026)

Era Years Focus Key technologies
Lean, Automation & Analytics 2012–2015 Process automation, BI & data viz LEAN/Kaizen, SQL, Cognos, SAP HANA & CRM, JavaScript
Solution Architecture & Advanced Analytics 2016–2019 Solution design, architecture & ML R, Python, HTML/CSS/JS, Teradata
Solutions Engineering & Risk Analytics 2020–2024 App development, risk & enterprise data SQL, GSQL, Snowflake, TypeScript, Python, R
Agentic AI, SaaS & App Dev 2025–2026 Production AI & full-stack SaaS TypeScript, Next.js, Python, PLpgSQL, Supabase, C, Shell

Tech & tools

  • Languages: Python · TypeScript · JavaScript · R · SQL
  • Frontend: React · Next.js · TailwindCSS · Shiny · Streamlit
  • AI / Agentic: MCP servers · RAG · pgvector · vector embeddings · eval frameworks · function calling · Voice AI · n8n
  • Databases & data platforms: Teradata · DB2 · Oracle · SQL Server · SAP HANA · Snowflake · PostgreSQL · Supabase · DuckDB · Cloudera
  • Cloud & delivery: Azure (OpenAI, DevOps) · AWS · GCP · Docker · CI/CD · Solution Architecture

Certifications & Training

  • Microsoft Azure AI (Platinum)
  • NVIDIA Deep Learning
  • Cloudera Data Analyst
  • SAFe 4
  • SAP HANA & CRM
  • Teradata SQL
  • Current Baseline Security Clearance

@JesseVent

Pinned Loading

  1. crypto crypto Public

    An R package that provides functions to retrieve historical and current cryptocurrency market data from CoinMarketCap's API. It allows users to access prices, exchange details, and global market in…

    R 146 36

  2. shinyr-knowledge-repo shinyr-knowledge-repo Public

    The shinyR curated knowledge sharing platform

    CSS 9 1

  3. shiny-components shiny-components Public

    A collection of custom Shiny dashboard widgets, including a custom dashboard measure box and formattable() table integration, designed to enhance Shiny applications.

    CSS 4

  4. AtherEnergy/ggTimeSeries AtherEnergy/ggTimeSeries Public

    Time series visualisation

    R 265 39

  5. loan-app-process loan-app-process Public

    An R-based process mining project that analyzes loan application event logs, focusing on challenges with parallel activities and negative durations. It uses `processmapR` and `processanimateR` to v…

    R 6

  6. shiny-tesseract shiny-tesseract Public

    A Shiny application that performs Optical Character Recognition (OCR) using the Tesseract engine. It allows users to upload an image, select a region of interest, and extract text from it.

    CSS 5 1