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商業登記證號碼 206-87-09615
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職涯經歷
Contributed to the DB4DL project, focusing on enhancing distributed training efficiency for Transformers. Conducted research on models such as BERT and T5 to identify optimal parallelism strategies.
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Enhanced ChatGPT's accuracy for reasoning tasks in Bengali by 20% through back translation and CoT reasoning. Established the BEnQA English-Bengali parallel corpus, comprising 5,161 science questions from the Bangladesh national curriculum grade school exams, including many that involve multi-step reasoning. Proposed a prompting strategy that consistently improves performance in Bengali.
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• Worked with a dataset provided by D-TestBed to find user expense patterns based on user age and demographics to aid targeted marketing for companies • Improved service UI by leading the UX/UI team based on user behavior analysis using Hotjar and Google Analytics. • Designed the data collection strategy from scratch and built it via Google Tag Manager. • Improved efficiency of data collection by reducing the time taken by 90% via automating POS data collection.
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2022년 1월 - 2022년 8월 · 8개월
Product Data Analyst
2022년 7월 - 2022년 8월 · 2개월
• Achieved an 80% increase in user engagement, by leading the content team based on user behavior analysis. • Led data-driven go-to-market and go-to-artist decision-making by analyzing user location and behavior data. • Aided in data collection, storage, and extraction for insights.
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Market Data Analyst
2022년 1월 - 2022년 2월 · 2개월
• Achieved a 150% increase in users by identifying potential markets and improving market-wise user experience.
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學歷
活動
最近活動
獎項 4
證書 7
專案 8
수상
KAIST Leadership Award
2023년 8월
Obtained Diamond level by demonstrating Excellence in Leadership and Volunteering during the study period.
프로젝트
The Many Voices of ChatGPT
2022년 3월 - 2023년 6월 · 1년 4개월
• Manually translated a dataset to Bengali in a team of three with cross‑checking for spatial and logical reasoning tasks • Evaluated chatGPT’s performance with low resource languages like Bengali leveraging chain of thought reasoning.
라만민하즈님과 함께 참여함.
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ChatGPT Voices: Can ChatGPT Reason in Bengali?
2023년 3월 - 2023년 5월 · 3개월
An LLM research project supervised by Prof. Alice Oh and Prof. James Thorne at KAIST – Explored the reasoning capabilities of ChatGPT(mainly GPT 3.5) in Bengali – Increased Accuracy of Bengali from 30% to 59% by proposing our back-translation method – Technology Used: Python, OpenAI AP
라만민하즈님과 함께 참여함.
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SAP x KAIST: Trashinator
2022년 8월 - 2022년 12월 · 5개월
• Led the data collection and analysis using SAP services like Hana Cloud and SAP Analytics Cloud, ranking 1st out of 5 teams.
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SpaceShip Titanic
2022년 10월 - 2022년 12월 · 3개월
•Achieved an accuracy of 79.5% after implementing and comparing multiple classification ML models and was ranked in the top 15th percentile of the class.
KO
