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Lidia K. - Machine Learning, React Native, nextjs

My name is Lidia K. and I have over 8 years years of experience in the tech industry. I specialize in the following technologies: MySQL, JavaScript, Python, PostgreSQL, React, etc.. I hold a degree in Master of Arts (MA), Bachelor of Arts (BA). Some of the notable projects I’ve worked on include: AI Solutions for Data Extraction & Cleaning, Clinical Trial Data Platform, B2B Marketing Platform for Fresh Produce, E-commerce Site and Internal Production Management System. I am based in Seoul, South Korea. I've successfully completed 4 projects while developing at Softaims.

I thrive on project diversity, possessing the adaptability to seamlessly transition between different technical stacks, industries, and team structures. This wide-ranging experience allows me to bring unique perspectives and proven solutions from one domain to another, significantly enhancing the problem-solving process.

I quickly become proficient in new technologies as required, focusing on delivering immediate, high-quality value. At Softaims, I leverage this adaptability to ensure project continuity and success, regardless of the evolving technical landscape.

My work philosophy centers on being a resilient and resourceful team member. I prioritize finding pragmatic, scalable solutions that not only meet the current needs but also provide a flexible foundation for future development and changes.

Main technologies

  • Machine Learning

    8 years

  • MySQL

    6 Years

  • JavaScript

    7 Years

  • Python

    4 Years

Additional skills

Direct hire

Potentially possible

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Experience Highlights

AI Solutions for Data Extraction & Cleaning

• Led a Machine Learning initiative to address industry-wide "dirty data" issues enhancing data quality and reliability • Developed automated processes for data extraction and cleansing • Led the model training by integrating and optimizing existing tools built on large language models

Clinical Trial Data Platform

• Designed, implemented, and tested data migration from MongoDB to Postgres • Built RESTful API, using Django REST Framework for a project that publishes clinical trial data • Deployed the project, using Docker and Amazon Web Services (EC2, ECS, and RDS)

B2B Marketing Platform for Fresh Produce

• Architected the Django project for an online marketing platform in the fresh produce industry and executed it (Project stack – Django, Bootstrap, Postgres, Docker, GitHub Actions, Terraform, AWS) • Integrated 0Auth authentication to the Django project • Integrated Google Analytics for custom analytics data tracking and reporting • Created custom video platform backends integrating AWS Elastic Transcoder • Supervised junior developers and reviewed code as a lead engineer • Deployed the project for production on AWS, using Terraform (ECR, ECS Fargate, RDS, ELB)

E-commerce Site and Internal Production Management System

• Modernized a decade-old legacy Django project from a monolithic architecture to a microservice design using Django Rest Framework and React/Nextjs for the frontend (Project stack - Django, Django Rest Framework, React, Next.js, Postgres, Docker, CircleCI, Github Action, Celery, Redis, Terraform, AWS) • Created multiple custom shipping backends integrating FedEx and EasyPost API • Developed and implemented a streamlined checkout process integrated with Stripe • Engineered an API service hosting a custom AI model for image segmentation and the post-processing of images

Education

  • The University of Manchester

    Master of Arts (MA) in International Development

    2016-01-01-2017-01-01

  • Seoul National University

    Bachelor of Arts (BA) in Political science

    2007-01-01-2011-01-01

Languages

  • English
  • Spanish
  • Korean

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