Aakriti Aneja

Engagement Manager at Carlson Analytics Lab
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Contact Information
us****@****om
(386) 825-5501
Location
Minneapolis, Minnesota, United States, US

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Experience

    • United States
    • Information Services
    • 1 - 100 Employee
    • Engagement Manager
      • Jan 2023 - Present

      - Working as the Engagement Manager for the Experiential Learning Project with Carlson Analytics Lab- Liaison between the Stakeholders, Client and the team, ensuring effective communication

    • Analytics Student Consultant
      • Jul 2022 - Present

      Automated Question & Answer Extraction for Workforce Optimization Client (Python, NLP)- Designing automated framework for Q&A pair extraction using Natural Language Processing and Classification- Exploratory analytics on common questions and responses, and insights on how different responses do similar questions receiveExploratory Analytics for Educational Testing Company (Python and R)- Identified drivers of regional disparities in performance using Clustering, Statistical Matching, and Causal Inference- Recommended potential improvements to stakeholders to reduce disparities based on resource availabilityData Analytics for Second Harvest Heartland (Python and R)- Analyzed factors affecting donation outcomes based on earned media and recommended areas to streamline resources based on analysis from Linear Regression on 2 years of data Show less

    • Hackathon Student Lead - Analytics for Good Institute
      • Aug 2022 - Mar 2023

      - Leading team of graduate volunteers for planning of Analytics for Good Hackathon – to solve problems that create impact for a Not-for-Profit Client - Developing strategy to promote and organize 2-day Hackathon with 10+ events and participation from 4 schools

    • United States
    • Financial Services
    • 700 & Above Employee
    • Sr. Analyst - Product Development | AI Labs
      • May 2021 - May 2022

      • Worked as Product Analyst for AiDa - the Enterprise Machine Learning Platform for the organization, in its Govern and Monitor pillar• Designed a product to monitor data quality and health of 15k+ machine learning model features using statistical and predictive algorithms to ensure accurate predictions for marketing models• Led ideation, design, and implementation of model governance service - streamlining regulatory and approval process for 300+ machine learning models• Collaborated with AI research team to build and implement models for anomaly detection in time series data Show less

    • Programmer Analyst | Enterprise Digital Analytics
      • Jun 2019 - Apr 2021

      • Launched and managed critical product features in machine learning model deployment user journey, including Custom Scala & Java logic support, and real-time data pipeline using Kafka• Innovated and collaborated with data scientists to build gradient boosting models for customer response, acquisition and fraud detection• Analyzed & optimized top resource consuming models using Hive, SQL, Python and PySpark saving infrastructure resources and 200+ hours of computation time

    • India
    • Higher Education
    • 200 - 300 Employee
    • Student Placement Head, Career Development and Guidance Centre
      • Jun 2018 - May 2019

      Career Development and Guidance Centre helps turn students' dreams in reality. It provides the students with world class opportunities, guidance at every step and encouragement and mentorship for new ventures. As the Student Placement Head, my responsibility is to manage a team of over 50 student coordinators. Right from inviting companies on campus for recruitment, to organizing online assessments, coordinating personal interviews to rolling out of offer letters, I along with my team perform all these tasks within deadlines and with efficiency. As this office bearer's position, I have -- Coordinated with over 150 company recruitment processes.- Organized various interactive Career Counselling sessions. - Co-Headed the organizing of a 4 day training, Pre Placement Training - for the pre final year students. - Co-Headed the organizing of Open House '19 - A technical display and public event for school students. - Coordinated with various organizations for their partnership with the institute. - Invited over 40 new companies on campus. Show less

    • Training and Placement Coordinator, Career Development and Guidance Centre
      • Jan 2017 - May 2018

      - Worked as the bridge between the Placement Office and the students for the transfer of information related to Internships and Placements. - Single- Handedly coordinated the Start-Up drive, inviting over 25 startups for recruitment processes. - Handled recruiting databases and campus hiring processes.

    • Intern - Data Strategy
      • Jan 2018 - Jun 2018

      - Interned with Amex for Six months. Worked on a standalone project to evaluate the use of Machine Learning in the field of Data Quality. - Performed various POCs (Proof of Concepts) to validate the same. - Worked in various Machine Learning techniques to understand the processing of data entering the Amex ecosystem. - Built an in-house tool to calculate the Data Quality based on varied attributes. - Interned with Amex for Six months. Worked on a standalone project to evaluate the use of Machine Learning in the field of Data Quality. - Performed various POCs (Proof of Concepts) to validate the same. - Worked in various Machine Learning techniques to understand the processing of data entering the Amex ecosystem. - Built an in-house tool to calculate the Data Quality based on varied attributes.

    • India
    • Defense and Space Manufacturing
    • 700 & Above Employee
    • Trainee
      • Jun 2017 - Jul 2017

      Completed a 4 week training on Radar Modules and cutting edge technologies used for monitoring and Identification of targets as a matter of National Security. Completed a 4 week training on Radar Modules and cutting edge technologies used for monitoring and Identification of targets as a matter of National Security.

    • Hospitality
    • 700 & Above Employee
    • Summer Intern
      • May 2017 - Jul 2017

      Worked on the testing and validation of the new Air Ticketing Module of IRCTC Worked on the testing and validation of the new Air Ticketing Module of IRCTC

Education

  • University of Minnesota - Carlson School of Management
    Master of Science - MS, Business Analytics
    2022 - 2023
  • Punjab Engineering College
    Bachelor of Technology - BTech, Electronics and Communication Engineering
    2015 - 2019
  • Modern Vidya Niketan, Faridabad
    Senior Secondary School, Non Medical
    2013 - 2015

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