Haodong(Daniel) Tian

Experience

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  Kaggle

  Aug 2020 - Nov 2020

  Data Scientist Project - Lyft Motion Prediction for Autonomous Vehicles

  Applied data science skills to build motion prediction models for self-driving vehicles. Participants had access to the largest Prediction Dataset ever released to train and test models. knowledge of machine learning will then be required to predict how cars, cyclists, and pedestrians move in the AV's environment.• Developed motion prediction models for driverless AI vehicles using satellite data with 15K annotations• Used machine learning algorithms to construct recurrent neural network and interpret 300+ simulation datasets• Consolidated solutions via the use of Tencent Cloud and specialized GPU workstation for employing data mining• Accomplished 95th among 935 consistent upon ideation and presentation of innovative ideaSkills developed in role: Pytorch kits, Neural network, Cloud GPU calculation Show less

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  Corning Incorporated

  Sept 2021 - Nov 2021

  Logistic Research Assistant

  Analyze supply chain processes from Durham to Tarboro in North Carolina and financial costs within three years period. Process risk analysis and recommend any applicable adjustments for efficiency.• Increase CLS logistics efficiency from Durham to Tarboro of North Carolina through effective scheduling and detailed location monitoring.• Evaluated and adjusted self-logistics and third-party arrangement on short-term needs, available truck and trailer, traffic hazards, and Covid condition.• Build an optimal model for financial and risk analysis, decrease the cost of transportation through the select local carrier from Durham and maintain a sustainable corporation.Skills developed in role: Logistics analysis, risk analysis. Show less

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  Corning Incorporated

  Jun 2022 - Aug 2022

  Supply Chain Intern

  Analyzed the supply of increasing product volume between manufacturing and distribution warehouse through data analysis. Created excel spreadsheets to track shipment data and prepare visualization reports. Compared costs and timeframe for resource acquisition/allocation while providing recommendation for monetary savings through varied vehicle options.Noted Accomplishments:• Identified and implemented cos-effective company within the 3PL budget through extensive market research regarding brokerage and carrier companies for LTL/FTL quotes• Developed self-logistics trucking operation and training program for transportation processes, providing 7+ alternative solutions to business partners while employing SWOT analysis to minimize risk and enhance feasibility.• Decreased transportation costs through pinpointing and replacing an outdated approach, as well as used PowerBI to ensure correct transportation between production and inventory warehouses.Skills developed in role: Data analytics, Project Management, SWOT Analysis. Show less

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  Amazon

  Oct 2022 - Dec 2022

  Fulfillment Center Process Associate

  Working across all site job functions including receiving, stocking, and packing products and quality checks.

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  JD.COM

  Dec 2022 - now

  • Provide analytical and operational support across multiple East Coast fulfillment centers.• Act as a bridge between warehouse operations and HQ in China.• Monitor key performance indicators (KPIs) related to inbound, outbound, and inventory processes.• Support system implementations and continuous improvement initiatives by providing data-driven recommendations to enhance warehouse efficiency and service quality.• Coordinate with on-site managers to track daily execution, address operational bottlenecks, and optimize labor allocation. Show less

  • Regional Operations Analyst – East Coast

    Mar 2025 - now

  • Warehouse Manager

    Mar 2024 - Mar 2025

  • Data Analyst

    Dec 2022 - Mar 2024