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Martin JobsMJ
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Martin Jobs

@martinjobs

Senior software engineer building scalable full-stack and AI-powered platforms.

Hong Kong
Message

What I'm looking for

I’m looking to build scalable full-stack systems with AI integration, delivering high-performance, production-ready apps. I want a fast-paced environment where I can architect real-time pipelines, optimize performance, and mentor engineers.

I’m a Senior Software Engineer with 8+ years of experience building scalable full-stack applications and AI-powered platforms. I bring strong expertise in MERN stack and Python, and I focus on designing high-performance systems that deliver production-ready results in fast-paced environments.

At Fora Soft, I led development of the Fox Runner Live Stock News App, a real-time financial platform handling high-frequency data streams with ~40% lower latency after redesign. I architected a scalable full-stack system using MERN, Next.js, and Python-based AI services, supporting 2x growth in concurrent users, and migrated the frontend to Next.js with TypeScript, improving page load performance by ~30%.

I also build and integrate real-time and AI capabilities, including WebSocket-based pipelines for sub-second delivery and NLP-based models for financial sentiment analysis and recommendation features. I’ve optimized MongoDB schema and indexing to reduce query response times by ~30%, deployed containerized applications with Docker and cloud infrastructure while maintaining ~99.9% uptime, and mentored junior engineers on system design and code quality.

Experience

Work history, roles, and key accomplishments

FS
Current

Senior Software Engineer

Fora Soft

Apr 2023 - Present (3 years 3 months)

Led development of a real-time financial stock/news app, architecting a MERN + Next.js frontend with Python-based AI services and WebSocket real-time pipelines. Migrated the frontend to Next.js with TypeScript and integrated NLP sentiment/recommendation models, while optimizing MongoDB indexing and deploying containerized services with ~99.9% uptime.

PS

Software Engineer

PCCW Solutions

Feb 2020 - Mar 2023 (3 years 1 month)

Developed an AI-powered eCommerce platform with personalized recommendations, improving conversion and click-through performance via machine learning models. Built MERN-based features and RESTful APIs, implemented authentication/authorization, and created analytics data pipelines while improving throughput and query performance.

SH

Junior Software Engineer

ShopLine

May 2018 - Dec 2019 (1 year 7 months)

Contributed to a MERN-based eCommerce platform by building reusable React components and developing backend APIs for core functionality. Improved database query efficiency and participated in testing, debugging, and deployment of production features.

Education

Degrees, certifications, and relevant coursework

Hong Kong University of Science and Technology logoHT

Hong Kong University of Science and Technology

Bachelor of Science, Computer Science & Engineering

2014 - 2018

Earned a Bachelor of Science in Computer Science & Engineering at HKUST from 2014 to 2018.

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