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Hi [Client Name], I’m Cameron Loh, a full stack developer from Singapore with experience building production-grade web applications and AI-powered platforms. I’ve developed systems end to end — from scalable backends using Express.js, Django and FastAPI, to responsive frontends with React, Next.js, and TypeScript. I am also familiar with frameworks like Vite, ShadCN, Tailwind for frontend and also have experience deploying websites on AWS Some of my recent projects include: - DocFlow, an AI document automation platform that processes 500+ files daily using OpenAI and Google APIs. - BiteBack, a restaurant CRM that handled ~5,000 daily API requests and earned top distinction among 600 NUS teams. - FinanceAgent, an AI multi-agent system for financial analytics and document reconciliation. I’m passionate about creating reliable, data-driven systems and love turning complex workflows into clean, efficient software. I value clear communication, fast iteration, and building tools that deliver measurable impact. Looking forward to learning more about your project and how I can contribute. Best, Cameron Loh _Website not available. Sign in: https://www.twine.net/signup_…Hi [Client Name], I’m Cameron Loh, a full stack developer from Singapore with experience building production-grade web applications and AI-powered platforms. I’ve developed systems end to end — from scalable backends using Express.js, Django and FastAPI, to responsive frontends with React, Next.js, and TypeScript. I am also familiar with frameworks like Vite, ShadCN, Tailwind for frontend and also have experience deploying websites on AWS Some of my recent projects include: - DocFlow, an AI document automation platform that processes 500+ files daily using OpenAI and Google APIs. - BiteBack, a restaurant CRM that handled ~5,000 daily API requests and earned top distinction among 600 NUS teams. - FinanceAgent, an AI multi-agent system for financial analytics and document reconciliation. I’m passionate about creating reliable, data-driven systems and love turning complex workflows into clean, efficient software. I value clear communication, fast iteration, and building tools that deliver measurable impact. Looking forward to learning more about your project and how I can contribute. Best, Cameron Loh _Website not available. Sign in: https://www.twine.net/signup_

Cameron Loh

Web Developer, Programmer, Developer, +6

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Hi [Client Name], I’m Cameron Loh, a full stack developer from Singapore with experience building production-grade web applications and AI-powered platforms. I’ve developed systems end to end — from scalable backends using Express.js, Django and FastAPI, to responsive frontends with React, Next.js, and TypeScript. I am also familiar with frameworks like Vite, ShadCN, Tailwind for frontend and also have experience deploying websites on AWS Some of my recent projects include: - DocFlow, an AI document automation platform that processes 500+ files daily using OpenAI and Google APIs. - BiteBack, a restaurant CRM that handled ~5,000 daily API requests and earned top distinction among 600 NUS teams. - FinanceAgent, an AI multi-agent system for financial analytics and document reconciliation. I’m passionate about creating reliable, data-driven systems and love turning complex workflows into clean, efficient software. I value clear communication, fast iteration, and building tools that deliver measurable impact. Looking forward to learning more about your project and how I can contribute. Best, Cameron Loh _Website not available. Sign in: https://www.twine.net/signup_…Hi [Client Name], I’m Cameron Loh, a full stack developer from Singapore with experience building production-grade web applications and AI-powered platforms. I’ve developed systems end to end — from scalable backends using Express.js, Django and FastAPI, to responsive frontends with React, Next.js, and TypeScript. I am also familiar with frameworks like Vite, ShadCN, Tailwind for frontend and also have experience deploying websites on AWS Some of my recent projects include: - DocFlow, an AI document automation platform that processes 500+ files daily using OpenAI and Google APIs. - BiteBack, a restaurant CRM that handled ~5,000 daily API requests and earned top distinction among 600 NUS teams. - FinanceAgent, an AI multi-agent system for financial analytics and document reconciliation. I’m passionate about creating reliable, data-driven systems and love turning complex workflows into clean, efficient software. I value clear communication, fast iteration, and building tools that deliver measurable impact. Looking forward to learning more about your project and how I can contribute. Best, Cameron Loh _Website not available. Sign in: https://www.twine.net/signup_

Available to hire

Singapore, Singapore

Hi [Client Name],

I’m Cameron Loh, a full stack developer from Singapore with experience building production-grade web applications and AI-powered platforms. I’ve developed systems end to end — from scalable backends using Express.js, Django and FastAPI, to responsive frontends with React, Next.js, and TypeScript. I am also familiar with frameworks like Vite, ShadCN, Tailwind for frontend and also have experience deploying websites on AWS

Some of my recent projects include:

DocFlow, an AI document automation platform that processes 500+ files daily using OpenAI and Google APIs.
BiteBack, a restaurant CRM that handled ~5,000 daily API requests and earned top distinction among 600 NUS teams.
FinanceAgent, an AI multi-agent system for financial analytics and document reconciliation.

I’m passionate about creating reliable, data-driven systems and love turning complex workflows into clean, efficient software. I value clear communication, fast iteration, and building tools that deliver measurable impact.

Looking forward to learning more about your project and how I can contribute.

Best,
Cameron Loh
Website not available. Sign in: https://www.twine.net/signup

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

Javanese

Advanced

Bashkir

Intermediate

Work Experience

Digital Technology Intern at McDonald's

April 30, 2024 - August 1, 2025

Conducted research and evaluation of automation tools to streamline key business processes, enhancing operational efficiency. Evaluated and piloted 3 automation tools narrowing down to 1, which could help promote a 3 times improvement in time taken for certain processes relating to HR and other customer experience processes. Supported end-to-end execution of digital campaigns — from interpreting marketing briefs to configuring campaigns on digital platforms and conducting rigorous testing on consumer-facing apps. Collaborated cross-functionally with marketing, tech, and operations teams to align campaign goals with platform capabilities.

Digital Technology Intern at McDonald's

April 30, 2024 - August 1, 2025

Conducted research and evaluation of automation tools to streamline key business processes, enhancing operational efficiency. Evaluated and piloted 3 automation tools, narrowing down to 1 that promoted a threefold improvement in time taken for HR-related and customer experience processes. Supported end-to-end execution of digital campaigns, interpreting marketing briefs, configuring campaigns on digital platforms, and testing consumer-facing apps. Collaborated cross-functionally with marketing, tech, and operations teams to align campaign goals with platform capabilities.

Digital Technology Intern at McDonald's

April 30, 2024 - August 1, 2025

Conducted research and evaluation of automation tools to streamline key business processes, enhancing operational efficiency. Evaluated and piloted three automation tools, narrowing down to one that helped promote a threefold improvement in the time taken for HR-related and customer experience processes. Supported end-to-end execution of digital campaigns including interpreting marketing briefs, configuring campaigns on digital platforms, and performing rigorous testing on consumer-facing apps. Collaborated cross-functionally with marketing, tech, and operations teams to align campaign goals with platform capabilities.

Digital Technology Intern at McDonald's Singapore

April 1, 2024 - April 1, 2024

Researched & evaluated 3 automation tools, piloting the best option to deliver ~3× faster HR and customer experience processes. Supported 100% of the digital campaign life cycle: brief interpretation, platform configuration, and QA testing on consumer-facing apps. Collaborated with 3+ departments (Marketing, Tech, Ops) to align campaign platform capabilities and objectives.

Frontend Engineer at DocFlow

August 1, 2025 - August 1, 2025

Built a Next.js frontend with Zapier (iPaaS), OpenAI, and Google APIs to process up to 500 documents/day, enabling dynamic rule-based summarization. Integrated AWS WebSocket services for real-time updates, and implemented automated testing with Jest. Set up CI/CD pipelines, leveraging Vercel and OpenAI APIs for scalable processing.

Backend Engineer at Bite CRM Platform (Artemis project)

August 1, 2025 - August 1, 2025

Designed a scalable backend serving ~5,000 daily API requests with efficient caching and asynchronous query handling to achieve sub-100 ms response times. Built 10+ core modules (reservations, customer analytics, and order tracking) with ~98% uptime under a simulated load of 100 concurrent users. Adopted Agile sprints, Postman API testing, and CI/CD pipelines. Earned Artemis—Highest Distinction among ~600 teams in US Orbital for a production-ready CRM platform for restaurant operators.

AI Finance Agent at Self-initiated AI Finance Project

September 1, 2025 - November 2, 2025

AI-driven multi-agent financial assistant integrating Stock Agent (market research & trading insights) and Invoice Agent (document parsing, reconciliation & AR automation). Built a LangChain + LangGraph system using OpenAI APIs and AlphaVantage for real-time financial analytics, supporting up to 1,000 stock queries/day. Implemented a RAG pipeline with FAISS and OpenAI embeddings to improve document retrieval accuracy in hybrid ranking tasks (~10–15%). Developed an Invoice Agent capable of evaluating 1,000+ accounting/compliance rules, analyzing invoices, POs, and GRNs to detect inconsistencies in under 15 seconds. Implemented agent routing, tool orchestration, and Langfuse observability to achieve ~99% workflow reliability and enable stateful reasoning for financial automation. Integrated browser automation via Playwright and backend orchestration for stateful reasoning, traffic analysis, and autonomous exploration during simulated attacks. Developed automated vulnerability assessmen