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kemkemG0/README.md

Kenshin Tanaka

Email: kemkemg0@student.ubc.ca | Phone: 778-222-1023 | GitHub: github.com/kemkemG0 | LinkedIn: linkedin.com/in/kemkemg0

Education

University of British Columbia - BSc in Computer Science, 4th year | Vancouver, BC, (Apr 2025 Grad)

Work Experience

MemoryLab, Tokyo, Japan | Software Engineer (Tech Lead) | Aug 2023 - Present

  • Engineered a natural language search engine leveraging Qdrant on AWS EKS, enhancing query accuracy with RAG implementation for advanced processing.
  • Pioneered the development of a conversion pipeline to transform natural language queries into vector embeddings, significantly improving search functionality.
  • Constructed a high-performance REST API server using Go, designed to interface seamlessly with a machine learning server, facilitating efficient data processing and retrieval.
  • Orchestrated the deployment of multiple microservices using AWS ECS, ensuring their optimal cooperation and functionality within the search engine ecosystem. Fostered a culture of innovation and team collaboration.

PLAID, Tokyo, Japan | Software Engineer (Full Stack) | May 2023 - Aug 2023

  • Spearheaded the full-scratch development and architectural design of a complex system that bridges user-initiated events with a dedicated microservice for comprehensive data analysis.
  • Developed and deployed a Go-based Dataflow job, optimizing the processing pipeline for event ingestion from Cloud Pubsub, enhancing throughput and data flow within GCP's ecosystem.
  • Executed the integration of advanced real-time monitoring tools, including Sentry and Datadog, to uphold system reliability and stability, achieving exceptional system uptime.
  • Amplified the robustness of End-to-End (E2E) testing frameworks to support multiple communication channels, automating test processes and database deployment using Cloud Spanner and BigQuery, which resulted in a 50% reduction in E2E test execution times.

Freelance Engineer | Full-stack Web Developer | Nov 2022 - Present

  • Directing the development of a state-of-the-art Know Your Client (KYC) web application tailored for the legal sector, encompassing comprehensive phases from conceptualization to deployment.
  • Implementing the front-end with Nuxt.js and architecting a Typescript-powered Express back-end, all within a Docker compose orchestrated environment for enhanced scalability and maintainability.
  • Strategically deploying the back-end on AWS ECS and the front-end on AWS Amplify, employing Terraform for infrastructure management, which enables swift transitions and rollbacks between staging and production environments.

SOAT Corp, Tokyo, Japan | Backend and ML Engineer | Jun 2021 - May 2022

  • Collaborated on a team to develop a sophisticated abnormality detection program, using Python and machine learning algorithms, which substantially increased the precision of defect identification in manufacturing.
  • Implemented an OCR tool for financial document analysis, converting PDFs and images to actionable data formats, thereby streamlining data extraction processes.
  • Contributed to the enhancement of large-scale web applications, addressing feature additions and bug resolutions, and employing a diverse stack that includes React with Typescript, Express, Django, and Laravel for full-stack development capabilities.

Personal Projects

Open Source Software (OSS) Contributions

  • Contributed to Qdrant, a Rust-based high-performance distributed vector database:
    • Abstracted snapshot functionality to support various cloud storage solutions, not just local storage.
    • Resolved an issue where data insertion would crash due to insufficient storage, proposing and implementing DiskMonitoringManager for heuristic capacity monitoring.
    • Earned approximately $700 USD in bounties for these contributions.

Competitive Programming & Problem Solving

  • Achieved a top 15% ranking in competitive programming, demonstrating strong problem-solving abilities and proficiency in algorithms.

Pinned Loading

  1. AtcoderDevotionGraph AtcoderDevotionGraph Public

    Overlay your devotion graph on your rating graph

    JavaScript 2

  2. calc_my_salary calc_my_salary Public

    for myself

    Python

  3. othello-react-with-ts othello-react-with-ts Public

    For practice typescript and react

    TypeScript 1

  4. typingscript-with-react typingscript-with-react Public

    Practice for Typescript and React.

    TypeScript