Krittamate Tiankanon

Experience

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  Massachusetts Institute of Technology

  Feb 2019 - Jun 2023

  Teaching and Laboratory Assistant

  6.004 Computational Structure Course provides an introduction to the design of digital systems and computer architecture, emphasizing on expressing all hardware designs in a high-level hardware language and synthesizing the designs. I created Assembly Language RISC-V interpreter for students in the Binary Code Translator section as well as provide both direct help and online suggestions on Piazza to help students throughout the course.

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  Siam Filter Products Lid.

  Jun 2019 - Sept 2019

  Software Developer Intership

  Developed SQL database management GUI and framework using .NET C# for real-time and flexible data managing of the companyDeveloped Smart Merger to create a nice-format merged list of catalogs using Trie data structure.

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  SCB – Siam Commercial Bank

  Jun 2020 - Aug 2020

  Machine Learning Data Scientist

  Developed natural language text classification deep learning models with higher accuracy and lower network size compared to the state-of-the-art BERT text classification model especially for Thai languageThe model served as a core infrastructure of online virtual financial assistants in the Siam Commercial Bank Digital Banking Application

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  Tencent Thailand

  Jun 2021 - Jul 2021

  Full-stack internship

  Created a hybrid machine learning model for automatic unsupervised text clusteringespecially about news.Develop automated incremental news scraping and machine learning trainingpipeline to integrate into the continuous deployment cycle.

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  Inkbit

  Jun 2022 - Dec 2022

  Next Generation System Internship

  Applied reinforcement learning techniques to improve printing resolution of aVision-controlled Jetting 3D printer, which is one of the 3D printing techniques thatprovide the highest dimensional accuracy. The agent is able to detect and tolerate systematic errors in the printing process including ink ejections variability and scanning image misalignment.

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  PreceptorAI powered by CARIVA

  Jul 2023 - Dec 2023

  Founding Member and AI Engineer

  Fine-tuned bilingual, code-switched medical translation Seq2Seq models and LLMs, enabling seamless interaction between Thai medical professionals and English-based medical resources. Our translator outperformed Google NMT, with a 72% preference rate among medical professionals.Conducted 10+ user interviews with Thai medical professionals, directly incorporating their feedback to ensure product-market fit and drive user-centric product enhancements.Secured hackathon awards and media coverage, significantly raising the startup's profile and expanding its reach within the medical community. Show less

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  CARIVA (Thailand)

  Jan 2024 - Aug 2024

  Medical and AI Specialist

  Spearheaded the Preceptorcore project, leading a multidisciplinary team to develop an LLM-agentic medical diagnostic system. Achieved a 50% reduction in misdiagnosis rates for challenging and rare diseases compared to state-of-the-art models.Supervised an RAG project to improve reference matching algorithm of PreceptorAI LLM, enhancing the relevance of retrieved materials with a 90% cost reduction. Managed the coordination of interdisciplinary teams across AI, development, medical, and business units for three B2B products. Streamlined integration and communication processes, driving efficient collaboration and successful product outcomes. Show less

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  LINE Pay (Thailand)

  Aug 2024 - now

  Back End Developer

  Contributing to the development and maintenance of core APIs for high-volume virtual wallet services using Java Spring Boot and Go.