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Canfang F.

Canfang F.

Consultant intern

Followers of Canfang F.606 followers
location of Canfang F.Helsinki, Uusimaa, Finland

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  • Timeline

  • About me

    Senior Data Scientist @KONE

  • Education

    • Aalto University

      2018 - 2020
      Master of Engineering (IDBM) GPA 4.7

      Thesis: Deep Learning Approach for Street View Images to Assess Urban Landscape Diversity

    • Nanjing University

      2016 - 2018
      Master of Engineering (M.E.) GPA 4.3

    • Nanjing University

      2011 - 2016
      Bachelor of Engineering (B.E.) GPA 4.4

  • Experience

    • Urban Planning & Design Institute of Shenzhen

      Jun 2013 - Sept 2013
      Consultant intern

      Worked on smart built environment solutions and technology including smart building and transportation

    • Nanjing University

      Jun 2016 - Jun 2018
      Spatial Data Analyst

      Consultant to the City of Hangzhou, the City of Nanjing,etc. at Future Cities Research Center. Based on the geospatial data, I performed different kinds of complex network and location-based analyses and generated maps on different scales. I also made nice visualisation and presentations.

    • FOODL

      Jan 2019 - Jun 2021
      Co-Founder

      A food sharing platform, attracted 2500+ members and local grocery e.g. K-market to join the community. Got the sustainability champion from the Aalto University 2020, featured by the UN environment programme in the Little Book of Green Nudges!

    • KONE

      May 2020 - now

      At Technician AI Assistant:• Developed and deployed a high-performing GenAI Chatbot using Retrieval Augmented Generation with LLMs.• Evaluated LLM solutions on both Azure and AWS.• Presented at AWS Summit Stockholm 2024 and AWS Summit Amsterdam 2025. At 24/7 Connected Service:• Decoded signal data to recognize event patterns from bit sequences using clustering and supervised methods.• Designed, deployed, and monitored full-lifecycle ML predictive applications.• Maintained Python libraries, batch and streaming applications on IoT data.• Created different BI dashboards. • Customized sales portfolios through data analytics and influenced decisions with 10+ demos. Migrated a dozen of anomaly detection rules in predictive maintenance field based on IoT data from IBM Cloud to AWS, wrote test, packaged and deployed rules through CI/CD pipeline in batch mode. Designed metrics and created dashboard to evaluate and monitor data product performance.

      • Technical lead - 24/7 Safety Analytics Team

        Apr 2025 - now

      • Sr. Data Scientist

        Jan 2024 - now

      • Data Scientist

        Dec 2020 - Dec 2023

      • Data Scientist Trainee

        May 2020 - Nov 2020

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Canfang F.
      Excellence Award Chinese National Ministry of Housing and Urban Rural Development Committee Jun 2013 Excellence Award in competition of Urban Design Coursework from Ministry

  • Volunteer Experience

    • Community Volunteer

      Issued by 一览众山小-可持续城市与交通 on Jun 2014
      一览众山小-可持续城市与交通Associated with Canfang F.