diff --git a/.DS_Store b/.DS_Store index 1bd2cfe..34c83c7 100644 Binary files a/.DS_Store and b/.DS_Store differ diff --git a/pages/resume.markdown b/pages/resume.markdown index b14c588..b3e8ac0 100644 --- a/pages/resume.markdown +++ b/pages/resume.markdown @@ -8,7 +8,6 @@ permalink: /resume/ [+66-824277813][tel]\ [jaron.dilok@gmail.com][mail]\ [Jaronchai's LinkedIn][linkedin]\ -1771/1 Pattanakarn Road, Suan Luang, Bangkok 10250 [tel]: tel:+66824277813 [mail]: mailto:jaron.dilok@gmail.com @@ -16,60 +15,69 @@ permalink: /resume/ ## Experience +**IT System Engineer**, *[Information Biology Lab, Tohoku University](https://www.is.tohoku.ac.jp/en/)*\ +November 2024 – Present | Sendai, Japan + +- Engineered reliable server operations to support research activities. +- Architected Backup Strategies, and implemented tape backup, ensuring data redundancy and integrity. +- Optimized workflow automation, automated server tasks, and streamlined scheduling. + **Data Engineer**, *[IBM](https://www.ibm.com/)*\ -June 2023 – Present | Bangkok, Thailand +May 2024 – October 2024 | Bangkok, Thailand + +- Designed and implemented a vector database architecture using Milvus for a contact center optimization project. +- Developed and deployed an API to serve vector search engine, significantly reducing manual search time by 65%. +- Built a data pipeline to extract, transform, and manage vector embed loading for efficient semantic search. +- Conducted semantic search optimization and fine-tuned Large Language Model (LLM) to enhance API performance. -- Developed and deployed a domain-specific, fine-tuned customer service chatbot using Large Language Models (LLM) from extensive industry-specific data to optimize call center services for a leading bank in Thailand. -- Successfully executed an enterprise-scale data migration project for the banking industry, leveraging a robust awk-based framework, resulting in minimal downtime and allowing the bank to serve customers more efficiently -- Utilized advanced prompt engineering techniques to fine-tune an LLM model, elevating it to an advanced API for seamless information extraction and formatting. This transformation led to accelerated decision-making processes. -- Demonstrated excellence by participating in the IBM WatsonX Challenge 2023, implementing a WatsonX Assistant, revolutionizing the customer service process, and contributing to enhanced service delivery. +**Data Engineer Intern**, *[IBM](https://www.ibm.com/)*\ +June 2023 – November 2023 | Bangkok, Thailand + +- Developed a domain-specific, customer service chatbot using Large Language Models from industry-specific data. +- Executed an enterprise-scale data migration project for the banking industry, leveraging an awk-based framework data migrating, resulting in minimal downtime and allowing the bank to serve customers with efficiency +- Fine-tuned LLM models, elevating it to an advanced API for seamless information extraction and formatting. +- Participated in the IBM WatsonX Challenge 2023, implementing WatsonX Assistant optimizing customer services. **Junior AI Researcher**, *[Thai-Nichi International College](http://tnic.tni.ac.th)*\ -Nov 2022 – April 2023 | Bangkok, Thailand +November 2022 – April 2023 | Bangkok, Thailand - Designed and developed an image processing machine-learning iOS app within the [Data Science and AI Laboratory](https://research.tni.ac.th/). -- Developed and fine-tuned various neural network models, resulting in a 20% increase in application accuracy. +- Developed and fine-tuned CNN architecture, resulting in a more than 20% increase in application accuracy. - Seamlessly integrated Keras neural network models into the native iOS development environment using CoreML. -- Conducted testing and simulation of various architectures within the application, enhancing model robustness. **Computer Laboratory Assistant**, *[Thai-Nichi International College](http://tnic.tni.ac.th)*\ -Mar 2022 – April 2023 | Bangkok, Thailand +March 2022 – April 2023 | Bangkok, Thailand - Designed and executed hands-on IoT and Programming lab stations within the Digital Engineering Laboratory - Maintained the optimal functionality of laboratory stations, ensuring uninterrupted access for over 300 students. -- Demonstrated subject matter expertise in IoT, offering comprehensive guidance and practical technology exposure. +- Demonstrated subject matter expertise in IoT , offering comprehensive guidance and practical introduction. **Teaching Assistant**, *[Thai-Nichi International College](http://tnic.tni.ac.th)*\ -Nov 2021 – Mar 2022 | Bangkok, Thailand +November 2021 – March 2022 | Bangkok, Thailand - Collaborated with the instructor to deliver course content effectively for the Engineering Mechanical Design course -- Demonstrated proactive involvement by designing and administering assignments that encouraged active learning. -- Orchestrated the operation of the lab's 3D printer, optimizing its utilization and providing technical assistance. +- Designed supplementary course assignments and tutorials and orchestrated the operation of 3D printing. ## Education +**Graduate School of Information Science**, *[Tohoku University](https://www.is.tohoku.ac.jp/en/)*\ +October 2024 – present + +- MEXT Scholarship (Monbukagakusho Scholarship) grantee, full scholarship from the Japanese government + **Digital Engineering (B.Eng.)**, *[Thai-Nichi International College](http://tnic.tni.ac.th)*\ -Jul 2020 – Mar 2024 | GPA: 3.95/4.0 +July 2020 – March 2024 | GPA: 3.95/4.0 +- **Medal of Academic Excellence** In recognition of outstanding academic performance, highest GPA in the program - First-ranked student in the program and full scholarship holder (covering 100% of tuition fees) -- International Student Council (ISC) active contribution and demonstrated leadership through volunteer work -- Department Representative, impactful community outreach initiatives in collaboration with professors and faculty. -- An active participating member of the [Sakura Science Club](https://ssp.jst.go.jp/sns/top.html) of the Japan Science and Technology Institute. +- International Student Council (ISC) and Department Representative - active demonstration of leadership +- An active participating member of the Sakura Science Club of the Japan Science and Technology Institute. ## Awards +**MEXT Scholarship (Monbukagakusho Scholarship)**\ +Full scholarship from the Japanese government + **Certificate of Academic Excellence in 2020 and 2021**\ Issued by *Thai-Nichi International College*, Year 2020 and 2021\ In recognition of outstanding academic performance, achieving the highest GPA in the program. - -## Certificates - -- [IBM Applied AI Professional](https://coursera.org/share/3ec1d8ffc56eaae37019ea6070b4e0b0) (IBM) -- [Data Analyst Career Track](https://www.datacamp.com/statement-of-accomplishment/track/9a063c347ba80fc5dc65390b97ff920e317e82d7) (Datacamp) -- [Machine Learning Fundamental Skill Track](https://www.datacamp.com/statement-of-accomplishment/track/562deaa85acf69626d43063aa429c3db5c11ba38) (Datacamp) -- [Natural Language Processing Skill Track](https://www.datacamp.com/statement-of-accomplishment/track/3b1556e979d1e7321fc916eed3d7278eeee8c275) (Datacamp) -- [Operate and Manage Cloud Servers](https://drive.google.com/file/d/1SE47v5Cfa_oATcQnMbt2QiiqRwESxRQO/view?usp=sharing) (Alibaba Cloud) -- [Python Skill Verification Test](https://www.hackerrank.com/certificates/ff38330cca41) (HackerRank) -- [IELTS](https://drive.google.com/file/d/1uspRw_ta0C4L3F3NheQ6QnZNQq8N7pQT/view) (Overall 7.5) - -Download the resume [here]({{site.baseurl}}/assets/documents/Jaronchai_cv.pdf)!