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I am a detail-oriented junior AI engineer and data analyst with hands-on experience delivering AI-driven automation and data-centric solutions that improve operational efficiency and data-driven decision making. I design, build, and optimize end-to-end AI workflows; I collect, cleanse, preprocess, and validate data; and I integrate AI tools and automation frameworks to streamline processes and reduce manual effort. I am skilled in data analytics, workflow optimization, CRM/ERP integration, and cross-functional collaboration, delivering scalable client-focused solutions across diverse industries.…I am a detail-oriented junior AI engineer and data analyst with hands-on experience delivering AI-driven automation and data-centric solutions that improve operational efficiency and data-driven decision making. I design, build, and optimize end-to-end AI workflows; I collect, cleanse, preprocess, and validate data; and I integrate AI tools and automation frameworks to streamline processes and reduce manual effort. I am skilled in data analytics, workflow optimization, CRM/ERP integration, and cross-functional collaboration, delivering scalable client-focused solutions across diverse industries.

Cho Lay Mon

AI Engineer, Data Analyst, Data Scientist, +2

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I am a detail-oriented junior AI engineer and data analyst with hands-on experience delivering AI-driven automation and data-centric solutions that improve operational efficiency and data-driven decision making. I design, build, and optimize end-to-end AI workflows; I collect, cleanse, preprocess, and validate data; and I integrate AI tools and automation frameworks to streamline processes and reduce manual effort. I am skilled in data analytics, workflow optimization, CRM/ERP integration, and cross-functional collaboration, delivering scalable client-focused solutions across diverse industries.…I am a detail-oriented junior AI engineer and data analyst with hands-on experience delivering AI-driven automation and data-centric solutions that improve operational efficiency and data-driven decision making. I design, build, and optimize end-to-end AI workflows; I collect, cleanse, preprocess, and validate data; and I integrate AI tools and automation frameworks to streamline processes and reduce manual effort. I am skilled in data analytics, workflow optimization, CRM/ERP integration, and cross-functional collaboration, delivering scalable client-focused solutions across diverse industries.

Available to hire

I am a detail-oriented junior AI engineer and data analyst with hands-on experience delivering AI-driven automation and data-centric solutions that improve operational efficiency and data-driven decision making.

I design, build, and optimize end-to-end AI workflows; I collect, cleanse, preprocess, and validate data; and I integrate AI tools and automation frameworks to streamline processes and reduce manual effort. I am skilled in data analytics, workflow optimization, CRM/ERP integration, and cross-functional collaboration, delivering scalable client-focused solutions across diverse industries.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Korean

Advanced

Chinese

Advanced

Work Experience

Junior AI Engineer (Internship) at 3echo Pte Ltd

March 1, 2025 - August 1, 2025

Designed, built, and maintained AI automation workflows using no-code platforms (Make.com, N8N) in collaboration with AI engineers, integrating with CRM and ERP systems to reduce manual workload by up to 30%. Implemented end-to-end automation pipelines aligned with business requirements, streamlining operational processes and improving system efficiency. Collected, cleaned, preprocessed, and integrated data to support accurate AI model outputs, enhancing workflow reliability and reducing errors by 25%. Tested, monitored, and optimized AI models and automation workflows, incorporating client feedback to achieve a 15% increase in model accuracy. Analyzed automation performance metrics and supported continuous improvement initiatives to enhance efficiency and scalability. Prepared and maintained technical documentation, user guides, and organized project records while supporting team collaboration and client communication to ensure timely delivery.

Data Analyst at Dauntless Discovery International

May 1, 2023 - July 1, 2024

Identified automation and efficiency opportunities and analyzed data trends across 3 projects, supporting process improvement initiatives. Managed master data lifecycle (creation, updates, deletion), ensuring 100% data accuracy across all projects. Performed data cleansing, processing, validation, and missing-value handling, improving analysis and regression accuracy to 98%. Implemented external data validation and cleansing tools and provided quality assurance for imported data, achieving 100% data accuracy. Conducted data mining and validation to optimize detection algorithms and improve analytical reliability. Collaborated with internal stakeholders, and one external client to define business requirements and data scope, reviewed confidential documents, and ensured 100% data security.

Information Systems Executive at Phee Group

September 1, 2021 - December 1, 2022

Audited system master data in compliance with guidelines across 3 cross-functional teams, ensuring data integrity and consistency. Prepared and maintained project documentation (timelines, status reports, meeting notes) for 3 critical systems: Accounting, Freight Management, and Warehouse Management. Analyzed user and business requirements for 150+ users across 4 countries, ensuring system functionality aligned with operational needs. Generated periodic and ad hoc management reports, increasing productivity in 2 core processes by 30%. Mapped and optimized data analysis and reporting workflows, identifying gaps and improving efficiency and performance by 20–30%. Coordinated system testing and UAT across 4 countries, delivered user training to 100+ users, and escalated issues to vendors and management, reducing resolution lead time by 15%.