Years of experience: 2

FinTechSystem ArchitectDatabase DeveloperSolution IntegratorFounderData Analyst

Trust Score

Exceptionally trusted; proven professional excellence.

80%
Cameron's Career Path
Co-FounderOct. 2025 -
Present
Stealth AI StartupCo-Founder
United States, New YorkAutomating the most time-consuming part of QoE (Quality of Earnings) work and turn messy P&L exports into analysis-ready financials. What used to take analysts 8 to 12 hours per deal for data cleanup, account mapping to a standardized chart of accounts, trial balance reformatting, value conversions, and LTM trend prep now runs in about 15 minutes from upload to output. For a team reviewing ab...
NLP EngineerJan. 2025 -
Oct. 2025
Aizatron GroupNLP Engineer
City of Cape Town, Western Cape, South AfricaBuilding scalable RAG systems with containerized NLP workflows on AWS (EC2, S3, ECR). Delivering innovative cloud solutions as an Amazon partner, optimizing cloud applications with Docker and DevOps automation.
Machine Learning EngineerJan. 2024 -
Jan. 2025
AutoscriberMachine Learning Engineer
Cape Town, Western Cape, South Africa As a machine learning engineer in the Med Tech domain, this role involved leveraging cloud platforms, primarily Microsoft Azure, to design and deploy machine learning solutions. Development of robust APIs with FastAPI to facilitate data flows and integration with NLP endpoints. Google’s Vertex AI was also used as alternative flow. In more complex repositories, Langchain, Chain of thought and ...

Cameron's Posts

  • 2

    How I can help you

    • Finance, Business, RAG, Database, NLP, ChatBots, MedTech expertise • Frontend, Backend, Deployment, Design, Optimization, Security • CTO of a startup, oversee all aspects and builds end-to-end but can also work in a team. • Key strengths: Execution, Communication, Design

  • 2

    People I am looking for

    • Accounting firms (e.g., Paperchase) • Medical research centers (e.g., LUMC, Amsterdam UMC) • GP Doctors • ICT providers (e.g., Telkom)

  • 2

    Experience & Cases

    • Paperchase: Reduced P&L structuring time significantly • LUMC & AUMC: Developed tools saving 30-40% documentation time • Telkom: Built an efficient chatbot for documentation • Clients: Small to medium businesses, enterprise and startups

  • 2

    How to contact

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