Siwakorn F.

Software Engineer

Hong Kong, Hong Kong SAR1 yr 3 mos experience

AI EnabledAI ML Practitioner

Key Highlights

MIT graduate with a strong quantitative background.
Developed impactful systems for global e-commerce.
Expert in machine learning and data analysis.

Stackforce AI infers this person is a Data Scientist and Software Engineer with expertise in E-commerce and Fintech.

Contact

taisf@mit.edu LinkedIn

Skills

Core Skills

Software Development Life Cycle (sdlc)Go (programming Language)Probabilistic Generative ModelsSynthetic Data GenerationWeb DevelopmentArtificial Intelligence (ai)Data AnalysisDatabase ManagementOptimizationSimulationEconomic DevelopmentData ScienceMachine Learning

Other Skills

Algorithm AnalysisAlgorithm DesignAlgorithmic TradingAlgorithmsAmazon Web Services (AWS)Analytical SkillsAngularContinuous Integration and Continuous Delivery (CI/CD)Convolutional Neural Networks (CNN)Critical ThinkingData ProcessingData StructuresDeep LearningDocker ProductsElasticsearch

About

Passionate about the intersection of mathematics, computer science, and quantitative analysis. MIT graduate (Math+CS), IMO Gold Medalist, with a strong focus on leveraging technical expertise to tackle complex challenges in quantitative modeling and software engineering. Currently developing and optimizing system designs as part of the Global E-commerce team at ByteDance.

Experience

1 yr 3 mos

Total Experience

1 yr 3 mos

Average Tenure

Current Experience

Bytedance

Software Engineer

Jun 2024 – Oct 2025 · 1 yr 4 mos · San Jose, California, United States · On-site

Developed a ranking system for sellers to identify and promote high-performing candidates to partner status, improving the evaluation process and partner selection strategy.
Built a filtering mechanism to help partners efficiently discover high-potential live content creators, enabling targeted collaborations and maximizing creator impact.
Optimized database query strategies, achieving a 50% reduction in latency and significantly enhancing system throughput, resulting in faster and more reliable data handling.
Contributed to scalable solutions that supported the team’s global e-commerce initiatives, driving data-driven decisions and operational improvements.

Go (Programming Language)Software Development Life Cycle (SDLC)Parallel ProgrammingShell Scripting

Massachusetts institute of technology

2 roles

Teaching Assistant

Feb 2024 – May 2024 · 3 mos · Cambridge, Massachusetts, United States

6.1220: Design and Analysis of Algorithms
14.64: Labor Economics and Public Policy

Teaching Assistant

Sep 2023 – Dec 2023 · 3 mos · Cambridge, Massachusetts, United States

14.01: Principles Of Microeconomics
14.19: Market Design

Mit-ibm watson ai lab

Master Thesis Student

Sep 2023 – Dec 2023 · 3 mos · Cambridge, Massachusetts, United States

Probabilistic Generative ModelsSynthetic Data Generation

Twt gmbh science & innovation

Software Engineer

Jun 2023 – Aug 2023 · 2 mos · Stuttgart, Baden-Württemberg, Germany · On-site

Developed an interactive web application for Mercedes' OBD system, utilizing Angular, TypeScript, Java, and Spring Framework.
Contributed to a research project focused on creating a digital twin, specifically contributing to data processing and AI pipeline development.

TypeScriptAmazon Web Services (AWS)Continuous Integration and Continuous Delivery (CI/CD)Artificial Intelligence (AI)Spring FrameworkData Processing+5

Massachusetts institute of technology

Undergraduate Teaching Assistant

Feb 2023 – May 2023 · 3 mos · Cambridge, Massachusetts, United States · On-site

18.453: Combinatorial Optimization
Conducted weekly office hours and review sessions for quizzes
Designed problems for homework assignments and tests
Graded and provided detailed solutions for problems

Agoda

Software Engineer & Data Analysts

Jun 2022 – Aug 2022 · 2 mos · Bangkok City, Thailand

Implemented a graph data system utilizing ScyllaDB for storage and ElasticSearch for indexing.
Constructed a JanusGraph server using Docker and established connectivity to the server using a Gremlin Console.
Generate a distance matrix for fraud detection by computing a shortest path from a new booking to previously identified fraudulent.
Participated in a daily scrum meeting and operated within a two-week sprint development cycle.

ScalaDocker ProductsSQLJanusGraphReliabilityFraud Detection+5

Massachusetts institute of technology

UROP Researcher

Jan 2022 – May 2022 · 4 mos · Cambridge, Massachusetts, United States

Making Decision in Complex and Uncertain Environments: Utilizing Drones for Search and Rescue Operation.
Framed the challenge as a weighted network problem with the objective of maximizing the number of people rescued.

Linear ProgrammingOptimizationReal-time SimulationSimulation

Cp origin

Website and Backend Developer

Jun 2021 – Jul 2021 · 1 mo · Bangkok City, Thailand

Designed a self-service platform for short-term rental, connecting small business owners with resources and supporting the growth of new entrepreneurs.
Built a Flask framework and launched a pre-released website for a durian shop. The project was co-piloted with a retail chain called “Lotus’s”.

FlaskLocal Economic DevelopmentWeb DevelopmentJSONEconomic Development

Scb – siam commercial bank

Data Scientist

Jun 2020 – Jul 2020 · 1 mo · Bangkok City, Thailand

Created credit scoring models for evaluating credit card applicants using PySpark and SQL.
Evaluated and compared the performance of various models, including linear regression, XGBoost, and LightGBM.

Python (Programming Language)PySparkMachine LearningLinear RegressionXGBoostMicrosoft Azure+5