Set the direction
AI and data strategy, transformation roadmaps, investment choices and executive advisory.
Senior Manager / AI Architect Brisbane, Australia
Bridging executive strategy with technical excellence.
I am a Senior Manager and AI Architect. I connect enterprise strategy and responsible AI with practical engineering—from data and document systems to computer vision at the edge.
StrategyGovernanceDelivery
15+
Years across complex, regulated sectors
5
Industry environments, one enterprise lens
PhD
Artificial intelligence and image processing
Enterprise AI Strategy
Data Platforms
Responsible AI
Enterprise Architecture
Transformation Leadership
Executive Advisory
Enterprise AI Strategy
Data Platforms
Responsible AI
01 Executive profile
An enterprise leader who retains deep technical credibility.
Dr. Muhammad Zohaib Jan brings more than 15 years of international experience across consulting, financial services, enterprise technology, higher education and research.
He works at the intersection of business strategy and technical execution—helping organisations adopt AI responsibly, modernise enterprise data capabilities and deliver complex transformation programmes.
His leadership approach combines commercial awareness, governance and people development with the technical depth to challenge architecture decisions, guide practitioners and translate emerging technology into sustainable business outcomes.
Follow the career journeyGovern with confidence
Responsible AI, privacy, information governance, risk and high-assurance delivery.
Build the capability
Multidisciplinary teams, technical recruitment, mentoring and delivery leadership.
Deliver the value
Enterprise architecture, data platforms and practical AI with measurable outcomes.
02 Leadership experience
From boardroom priorities to delivery reality.
A career built across industries where trust, sound judgement and technical rigour matter.
Leads a multidisciplinary, distributed AI and Data pod providing technical assurance for a major financial-services transformation.
Advises across data assurance, information governance, privacy and enterprise architecture, while contributing to AI and Data proposals, solution approaches and implementation roadmaps.
- People leadership across onshore and offshore teams
- NDA-safe financial-services data assurance
- AI, data and architecture subject-matter advice
Led enterprise data-platform, AI, analytics, architecture and governance work in a regulated environment, with responsibility for people, partners and capability building.
Managed strategic technology relationships and contributed to platform investment, licensing, architecture and vendor decisions.
- Enterprise data and AI capability leadership
- External partner and vendor governance
- Responsible AI and information governance
Provided technical leadership on strategically significant, high-assurance AI research and development across computer vision, edge AI and synthetic data.
Guided delivery, mentored engineers and worked across multidisciplinary research and engineering teams.
- High-assurance AI research and delivery
- Computer vision, edge AI and synthetic data
- Technical risk, mentoring and hiring support
Earlier roles span higher education and applied research, banking technology, software engineering, project delivery and team leadership.
This cross-sector foundation continues to shape a pragmatic approach to enterprise technology—grounded in how people, operations and systems actually work.
- Higher education and applied AI research
- Banking integration and software delivery
- International and cross-cultural experience
03 Selected impact
Evidence over adjectives.
Selected capabilities across enterprise transformation and public reference applications.
Field Notes Studio · Audio and photo reporting
Audio+Photos
Turn field observations into editable reports.
Reference applications combine transcription, photo observations and Word exports. A reviewer checks the transcript and observations before generating a report.
Public reference applicationsEnterprise AI · Reusable capability
Reusable AI architecture and delivery patternsFrom isolated experiments to repeatable delivery.
Helped establish reusable AI capability to support prototype delivery, governance and consistency across teams.
Document AI · Evidence review
Process quality earlier information checksUsing language models to improve process quality.
Public examples use synthetic records to demonstrate missing-information checks and grounded evidence review.
Financial services · Data assurance
Assurance where privacy and trust are non-negotiable.
Leads assurance across structured and unstructured information moving between enterprise environments, with emphasis on classification, privacy, redaction and appropriate information transfer.
Strictly NDA-safe04 Selected public projects
Architecture you can inspect.
Source code, design decisions and validation notes across edge vision, document AI and data platforms.
Jetson Edge Vision, FieldWise, Vision Training Hub and Synthetic Data Generation for YOLO are fresh portfolio reference implementations recreated from high-level project ideas. They contain no employer or client source code, and do not reproduce historical deployment results.
01 · New reference implementation
Jetson Edge Vision
C/C++ · DeepStream · GStreamer · ZeroMQ
A YOLO metadata pipeline with first-run TensorRT engine caching, custom GStreamer elements and a browser console. Includes a synthetic simulator; Jetson hardware validation is pending.
Inspect edge architecture
02 · New reference implementation
FieldWise RAG Assistant
Python · SQLite FTS5 · FastAPI · OpenAI
Versioned engineering-document retrieval, inspectable source passages, abstention and a synthetic evaluation set. Runs locally with extractive answers; generated answers are optional.
Inspect retrieval and evaluation03 · Public engineering project
Snowflake AI App Framework
Snowflake · Streamlit · Containers
Application scaffolding, deployment templates and operational helpers for AI applications on Snowflake.
Explore the framework04 · Public engineering project
Local Document Redaction
Python · OCR · FastAPI
A local document-redaction MVP with synthetic fixtures, image-only PDF verification and documented security boundaries.
Explore the redaction pipeline05 · Public engineering project
PDF Sensitive Data Scanner
Python · PDF processing
Document scanning code with setup instructions and explicit limitations for detecting potentially sensitive content.
Explore the scanner06 · Research code
Ensemble Learning Research
MATLAB · Optimisation · Classification
An entry point into the MATLAB research collection, with paper context, dependencies and reproducibility notes.
Explore research code
07 · New reference implementation
Vision Training Hub
React · FastAPI · YOLOv8 · MLflow
A training portal with validated image datasets, a persistent job queue, available-GPU scheduling, background training and MLflow tracking. Includes a tested simulation mode; real GPU training validation is pending.
Explore training orchestration Open read-only portal preview08 · New reference implementation
Synthetic Data Generation for YOLO
React · FastAPI · Stable Diffusion · YOLO
A dataset studio for scenery uploads, object references, prompt-guided variations and human-reviewed YOLO exports. Includes deterministic placement and source-scene splits; real GPU generation validation is pending.
Explore synthetic data generation Open read-only studio previewMore public applications
Explore seven focused public editions, with source code, setup instructions and validation notes.
- Document Evidence Review Streamlit and Snowflake Cortex claim review with source-quotation checks.
- Visual Quality Assistant Image observations, editable findings and Word reports using Snowflake Cortex.
- Field Notes Studio Audio and photo reporting with React, FastAPI and Snowflake.
- Multimodal Report Studio Audio and photo reporting with local Whisper, OpenAI text processing and SQLite.
- Modular AI Workbench A React and FastAPI application hub with module access controls.
- CSV PII Signal Scanner A Python scanner for potential personal-information signals with masked output.
- Editorial WordPress Theme Custom PHP templates, responsive styles, navigation and contact handling.
05 Research & publications
Research with an applied edge.
Machine learning, computer vision, explainable AI and enterprise applications—published across recognised IEEE, ACM and international venues.
Systematic review · Enterprise AI
Artificial intelligence for Industry 4.0: applications, challenges and opportunities
IEEE Transactions · Ensemble learning
A novel method for creating an optimised ensemble classifier
Computer vision · Applied deep learning
A convolutional neural network technique for identifying road attributes
Healthcare AI · Multimodal systems
An intelligent multimodal biometric authentication model for personalised healthcare
Optimisation · Ensemble learning
Classifier ensemble learning using discrete optimisation
No selected publications match that search.
06 Speaking & thought leadership
Making complex technology useful to decision-makers.
A regular university guest speaker, Zohaib shares practical perspectives on enterprise AI, leadership and the journey from research to responsible organisational value.
AI strategy beyond the prototype
Leading technical teams at enterprise scale
Responsible AI in regulated environments
From research insight to operational value
Discuss a speaking opportunity
“Effective technology leadership means building capable teams, asking informed questions and maintaining a clear line of sight to business value.
Leadership philosophy
Connect
Let’s turn ambitious ideas into governed, practical outcomes.
For executive opportunities, advisory conversations, research collaboration and speaking enquiries.