Jai Miles
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Jai Miles

Jai Miles

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Data Scientist
San Francisco, California, United States

Contact Jai regarding: 

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Full-time jobs
Starting at USD130K/year
Flexible work
Starting at USD80/hour

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Résumé

Jobs verified_user 0% verified
  • S
    Research Specialist
    Stars Behavioral Health Group
    Jan 2021 - Current (4 years 4 months)
    • Automated reporting on service utilization, finance, and satisfaction for $40MM contracts with Microsoft Power Platform: SQL ETL, Power BI Dashboards, data modelling, and Power Automate Pushed Reports. • Designed generalized CICD ETL to integrate external data into data warehouse using Power Platform. Designed Power Automate Flows to (1) retrieve data from SFTP and SharePoint, (2) run algorithms to validate data using m and OfficeScripts, (3) create correction processes for dirty data, (4) insert into database and run final ETL with SQL agents to integrate data into existing data models. • Modernized data collection and ETL integration with Microsoft Forms API, OfficeScripts data manipulations, neural machine translation, and SQL ETL. • D
  • D
    Data Scientist
    Delta Analytics
    Dec 2020 - Current (4 years 5 months)
    • Implemented ML Life Cycle to predict negative outcomes in teens and recommend interventions. MLLC implemented on AWS: extracted data with DataBrew, data cleaning with pyspark and python on Glue, and managed ML experimentation and deployment with python on Sagemaker. • Collaborated on QuickSight Dashboard to recommend clinical recommendations based on predicted risk scores and present model metrics (precision, recall, f1-scores) by model versions to inform experimentation and model implementation impact. • Designed ETL processes to integrate external data into data warehouse; programmed python script that developed SQL Web API dynamically using table meta data.
  • A
    Website/IT Consultant
    Andrews Capital Partners
    Feb 2020 - Mar 2020 (2 months)
    • Designed, developed, and deployed website for client using off-the-shelf website builder, and provided company technical support. • Communicated with client to determine website needs and design, provided competitor-analysis informed recommendations, and copy-edited content for website compatibility.
  • A
    Software Developer
    Alexa
    Jan 2020 - Dec 2020 (1 year)
    • Develop educational, voice-user-interface Alexa games that train practical and transferable skills. • Initiation & Planning: Define product goals and scope, conduct competitive analysis, and manage timelines for version deliverables. • Design: Establish product domain, activities, and features, plan feature-driven development, and outline software architecture and organization. • Development: Train voice-user-interaction models, design natural language generation methods, develop VUI modules, and code applications with python AWS software development kit. • Deployment: Deploy applications to different regions via Amazon Web Services; host code on AWS Lambda and store user data on S3. • Distribution: Meet developer certification standards
  • T
    Research Analyst
    The Mark USA Inc formerly SmartStart Evaluation and Research
    Nov 2018 - Nov 2019 (1 year 1 month)
    • Collaborated with a team to provide external, independent evaluation for 12 projects funded by agencies including the National Science Foundation, US Department of Education, National Institute of Health, US Department of Agriculture, and National Oceanic and Atmospheric Administration. • Participated in planning meetings and helped communicate evaluation updates to Principal Investigators (PI) through email, phone-calls, and in-person client meetings. • Developed evaluation instruments (drafting and incorporating team lead’s and PI’s comments) to monitor project activities and assess project growth and impact. • Collected project data; administered surveys, facilitated focus groups, and interviewed project participants. • Developed dat
  • T
    Research Assistant
    The Mark USA Inc formerly SmartStart Evaluation and Research
    Jun 2018 - Nov 2018 (6 months)
    • Administered project surveys and developed new survey administration system to track project metrics. • Conducted descriptive and inferential data analysis, created accompanying visuals, and contributed to evaluation reports. • Structured and revised reports to meet internal and external organization standards.
  • University of California Santa Barbara
    Independent Undergraduate Researcher
    University of California Santa Barbara
    Dec 2016 - Jun 2017 (7 months)
    - Awarded grant of $750 to be spent on an independent research project. - Designed and executed study in computer media communication with over 270 participants. - Presented research at UCSB Undergraduate Research Colloquium.
  • University of California Santa Barbara
    Head Research Assistant
    University of California Santa Barbara
    Jun 2015 - Jun 2017 (2 years 1 month)
    - Supervised participants and administered studies while managing technical equipment. - Led teams of 6 in qualitative coding and contributed to creative process of coding protocol. - Co-authored 5 papers submitted to conferences and journals for publication and awarded travel grants for presentation.
  • University of California Santa Barbara
    Head Research Assistant
    University of California Santa Barbara
    Jun 2015 - Jun 2017 (2 years 1 month)
    - Supervised participants and administered studies while managing technical equipment. - Led teams of 6 in qualitative coding and contributed to creative process of coding protocol. - Co-authored 5 papers submitted to conferences and journals for publication and awarded travel grants for presentation.
Education verified_user 0% verified
  • Western Governors University
    Master of Science - MS, Data Analytics
    Western Governors University
    Sep 2023 - Dec 2023 (4 months)
  • Irvine Valley College
    Computer and Information Sciences, General
    Irvine Valley College
    Jan 2018 - Dec 2019 (2 years)
    Relevant coursework: Computer Systems, Visual Basic Programming, Databases, Advanced Spread Sheets, Python Programming.
  • UC Santa Barbara
    B.A, (1) Communications, (2) Linguistics, (3) Psychology
    UC Santa Barbara
    Jan 2013 - Dec 2017 (5 years)
    Triple Major: (1) Communication, (2) Psychology, and (3) Language, Culture & Society Lambda Pi Eta, Communication Honors Society.
Projects verified_user 0% verified
    Awards verified_user 0% verified
    • U
      Distinction in the Major
      UCSB
      Jun 2017
      Conducted and presented an independent research project on the differences in nonverbal perception across computer-mediated communication and face-to-face communication. Received by a committee and awarded distinction in the major.