Hi, I'm

Douglas Mo

Business Analytics Graduate | AI Systems Developer

Analytically-driven professional transitioning from financial accounting to AI/data systems development. Master's student in Business Analytics with hands-on experience building production RAG systems, digital twins, and full-stack AI applications. Combines 2+ years of international accounting experience with cutting-edge AI development skills including vector databases, LLM integration, and cloud deployment.

Brisbane, Australia
0434 001 262
d157156@gmail.com
Chat with My AI Twin

About Me

2+

Years Experience

5+

AI Projects Deployed

Master's

Business Analytics

3

Countries Worked

My Unique Value

→Cross-functional expertise: Rare combination of financial accounting rigor with modern AI/data development skills - understand both business impact and technical implementation

→International experience: Worked in multiple countries (China, USA, Kenya, Australia), comfortable with cross-cultural teams and global business contexts

→Rapid learning ability: Demonstrated through successful career transition - from zero programming to production AI systems in 12 months

→Business-focused technologist: Don't just build for technology's sake - accounting background ensures focus on ROI, efficiency, and measurable business outcomes

→Production experience: Despite being early-career in tech, already have deployed systems with real users, CI/CD pipelines, and performance optimization experience

→Analytical rigor: Accounting precision combined with data science methodologies - detail-oriented with systematic problem-solving approach

Work Experience

My professional journey across international accounting, AI development, and data analytics

AI Builder Intern

Ausbis Consulting

Australian AI consulting firm specializing in enterprise AI solutions and training programs

Sep 2025 - Nov 2025 (3 months)
Key Achievement

Situation: Organizations struggle to prepare professionals for AI-driven interviews and career transitions with traditional static resume approaches

Task: Design and develop an intelligent Digital Twin system that could simulate interview scenarios and provide personalized responses based on candidate profiles

Action: Built end-to-end RAG system using Upstash Vector for semantic search, Groq API for LLM integration, and Next.js for web deployment. Implemented STAR methodology framework for structured achievement documentation. Created MCP server architecture for multi-platform integration with VS Code and Claude Desktop.

Result: Successfully deployed production-grade digital twin platform with 95%+ response accuracy, sub-2-second query latency, and professional portfolio showcasing advanced AI capabilities to potential employers

Technologies & Tools:
TypeScriptNext.jsPythonUpstash VectorChromaDBGroq APIVercelGitHub ActionsVS Code InsidersClaude DesktopLangChain
Leadership:
  • Led peer code reviews during bootcamp projects
  • Shared best practices for RAG system optimization with cohort
  • Documented comprehensive system architecture for knowledge transfer

Overseas Accounting Executive

BF Suma Pharmaceuticals Inc

International pharmaceutical company with operations across Africa and North America

July 2022 - April 2024 (1 year 10 months)
Key Achievement

Situation: Kenya branch lacked standardized accounting processes, leading to compliance risks and delayed financial reporting

Task: Establish full-cycle accounting operations compliant with local regulations and company policies

Action: Designed and implemented standardized accounting workflows, conducted monthly reconciliations, established relationships with local tax authorities and banks, coordinated quarterly audits

Result: Reduced monthly close time from 15 days to 7 days, achieved 100% compliance with local tax filings, eliminated audit findings in 2023 review

Technologies & Tools:
SAPERP systemsCRM platformsExcel (Advanced)QuickBooksFinancial reporting tools
Leadership:
  • Supervised and mentored entire Kenya financial team of 8 staff members across accounting, AR/AP, and reporting functions
  • Led cross-functional collaboration with marketing team (4 people) on budgeting, forecasting, and promotional campaign financial analysis for $200K+ monthly promotional budgets
  • Coordinated operations across finance (8), marketing (4), supply chain (3), and IT (2) teams for system implementations and process improvements
  • Led monthly financial review meetings with branch management presenting P&L, cash flow, and KPI analysis for $1M+ monthly revenue operations
  • Managed relationships with external stakeholders including Kenya Revenue Authority, 3 commercial banks, external auditors, and customs officials

Accounting Assistant (Internship)

Zhongshan Hengrun Taxation Firm

Regional taxation and accounting advisory firm serving 100+ SME clients

July 2021 - July 2022 (1 year)
Key Achievement

Situation: Small enterprises needed guidance navigating complex tax registration and compliance requirements

Task: Provide end-to-end support for business setup and ongoing tax compliance

Action: Assisted 20+ enterprises with tax registration, bank account setup, license applications, prepared monthly/quarterly tax declarations, provided accounting advisory on compliance matters

Result: Achieved 100% on-time filing rate for all clients, received commendation for client service quality, contributed to 15% client base growth during internship

Technologies & Tools:
Chinese Tax SoftwareExcelFinancial Statement PreparationTax Compliance Systems

Technical Skills

A comprehensive toolkit spanning AI/ML, data analytics, and software development

Programming Languages

PythonAdvanced
1.5 years experience
LangChainPandasNumPyScikit-learnMatplotlib
SQLAdvanced
3 years experience
PostgreSQLMySQLSQL Server
TypeScript/JavaScriptIntermediate
1 years experience
Next.jsReactNode.jsExpress
RIntermediate
2 years experience
tidyverseggplot2caretdplyr

AI & Machine Learning

RAG System Architecture - Production implementation
Vector Embeddings - Semantic search and retrieval
LLM Integration - Groq API, OpenAI API
AI Agent Development - MCP protocol
Digital Twin Framework Design
Prompt Engineering - Optimized for business applications
Machine Learning for Business - Coursework in progress

Databases

Upstash Vector (1 year) - Production RAG systems
ChromaDB (1 year) - Local vector storage
PostgreSQL (2 years) - Business analytics
SQL Server (2 years) - Financial reporting

Cloud & DevOps

Vercel (1 year) - Production deployments, CI/CD
GitHub Actions (1 year) - Automated workflows
Cloud vector databases (1 year) - Upstash

Development Tools

VS Code Insiders - Primary IDE
GitHub Copilot - AI-assisted development
Claude Desktop - AI integration
Git - Version control
GitHub - Collaboration and CI/CD
Postman - API testing

Soft Skills

Analytical Thinking - Applied across accounting and AI developmentProblem-Solving - Systematic approach to complex challengesCross-Cultural Communication - International work experienceTeam Collaboration - Agile environments and cross-functional teamsAdaptability - Successfully transitioned from accounting to AI developmentAttention to Detail - Critical for both financial accuracy and code qualityProject Management - Academic and bootcamp project deliveryClient Service - Professional and retail experienceTime Management - Balancing full-time study with part-time workTechnical Documentation - System architecture and user guides

Education

Academic foundation in business analytics and financial accounting

In Progress

Master of Business Analytics

Victoria University

Brisbane, Australia • July 2024 - Present

Expected Graduation: June 2026

Relevant Coursework:
Data Analysis - Statistical analysis, data manipulation, and interpretation using Python and RProject Management - Agile methodologies, project planning, and stakeholder managementBusiness Analytics & Visualisation - Power BI, Tableau, data storytelling and dashboard designCoding for Business Analytics - Python programming, data structures, algorithms for business applicationsArtificial Intelligence and Machine Learning for Business - ML algorithms, model deployment, AI strategyData Mining and Warehousing - ETL processes, database design, large-scale data processing
Key Projects:
  • Digital Twin Framework for Career Profiling - Built production RAG system with Next.js and vector databases
  • RAG System for Interview Preparation - Implemented semantic search and LLM integration for interview Q&A
  • Business Analytics Dashboard Development - Created interactive Power BI dashboards for business insights
  • Predictive Analytics for Customer Segmentation - Applied ML algorithms for business decision-making
Completed

Bachelor of Management (Financial Accounting Education)

Lingnan Normal University

Zhanjiang, China • September 2018 - June 2022

Graduated: 2022

Relevant Coursework:
Financial Accounting - GAAP/IFRS standards, financial statement preparation and analysisManagement Accounting - Cost-volume-profit analysis, budgeting, variance analysisTaxation - Tax law, tax planning strategies, compliance and filing proceduresCost Accounting - Activity-based costing, cost allocation, product costing systemsFinancial Management - Capital budgeting, investment analysis, working capital managementBusiness Statistics - Descriptive/inferential statistics, regression analysis, probability theory

Strong quantitative and analytical foundation with emphasis on data-driven decision making, financial analysis, and systematic problem-solving - directly supporting transition to data analytics and AI development

🛠️ Connect with My AI Twin

Three powerful ways to interact with my professional profile and AI assistant

💻

VS Code Extension

Access my professional data directly in your editor with the @douglas chat participant

Features:

  • ✓ /experience - Work history
  • ✓ /skills - Technical stack
  • ✓ /projects - Portfolio
  • ✓ /interview - Interview prep
📦 Download .vsix📚 Setup Guide

For developers using VS Code

🤖

ChatGPT GPT

Chat with my AI digital twin powered by RAG and OpenAI models - no installation needed

Features:

  • ✓ AI-powered responses
  • ✓ Interview preparation
  • ✓ Project deep dives
  • ✓ Real-time feedback
🚀 Open GPT

Perfect for recruiters & interviewers

🧠

Claude Desktop

MCP server integration bringing my professional profile directly into Claude Desktop

Features:

  • ✓ Native integration
  • ✓ Vector search
  • ✓ Real-time queries
  • ✓ MCP protocol
⚙️ Setup Guide💾 MCP Server

For Claude Desktop users

💬

Local RAG Chat

Chat with RAG-powered responses without leaving this page - instant and private

Features:

  • ✓ Vector search
  • ✓ Quick responses
  • ✓ Context-aware AI
  • ✓ No signup needed
💭 Start Chat📖 Learn More

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4

Integration Options

24/7

AI Availability

RAG

Powered Accuracy

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Douglas Mo's AI Digital Twin

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