Aryaman Sharma

Data Scientist

Tokyo, Japan5 yrs experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in Machine Learning and Data Science applications.
Proven track record in demand forecasting and inventory optimization.
Strong background in Natural Language Processing and analytics.

Stackforce AI infers this person is a Data Science and Machine Learning specialist with a focus on retail and supply chain analytics.

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Skills

Core Skills

Machine LearningData Science

Other Skills

AlgorithmsC (Programming Language)C++Cascading Style Sheets (CSS)Creative WritingData AnalyticsData MiningData StructuresDeep LearningGenerative AIHTMLJapanese Language Proficiency TestJavaScriptLLM SystemsMathematics for Machine Learning

About

Data Science and ML enthusiast, occasional writer and blogger. Mostly working on problems related to LLM’s for business use cases, time series forecasting and NeuroSymbolic AI.

Experience

Fast retailing

Data Scientist

Jun 2023 – Present · 2 yrs 9 mos · Tokyo, Japan

Developed and deployed machine learning pipelines to forecast demand across millions of SKUs for Uniqlo and GU globally (Japan, China, US etc.), driving a ¥26B reduction in stockouts through improved inventory allocation and seasonal accuracy.
Conducted qualitative analyses of social media and fashion trends using state-of-the-art Generative AI tools to generate actionable insights that influenced product planning and strategic initiatives for Uniqlo and GU, enhancing brand responsiveness to emerging customer behavior.
Researched, designed, and implemented multi-agent LLM systems to automate supply chain decision-making processes, reducing manual decision time for business users and supporting scalable deployment of AI-driven workflows.

Machine LearningData AnalyticsPythonData ScienceDeep Learning

Editorialist

Software Engineer Intern

Jan 2023 – Jun 2023 · 5 mos

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Undergraduate Research Assistant

Jun 2022 – Nov 2022 · 5 mos · Nashville, Tennessee, United States

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Senior Machine Learning Engineer

Dec 2021 – Mar 2022 · 3 mos

Worked with a team of 15 collaborators worldwide to improve Deepfake Detection Algorithms and solving the Generalisation Gap

Junior Machine Learning Engineer

Jun 2021 – Apr 2022 · 10 mos

Worked with a team of 30 collaborators from around the world, and employed satellite imagery and Machine Learning and Deep Learning models to assess the damage of armyworms in farming, specifically in regions of West Africa.

Netaji subhas institute of technology

Undergraduate Research Assistant

Nov 2021 – May 2023 · 1 yr 6 mos · Delhi, India

Co-authored, published and currently working on research papers in domains related to Natural Language Processing, Social Media Analytics and Data Analytics.