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Alka Anson

Alka Anson

Global Remote Mentoring -AI Project

Followers of Alka Anson716 followers
location of Alka AnsonLos Angeles, California, United States

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  • Timeline

  • About me

    MS in Data Science @ USC | Data Engineer @ Daimler Trucks (Mercedez Group)| ML Intern @ IIT| ODSC Europe'20 Scholar

  • Education

    • University of Southern California

      2024 - 2026
      Master of Science - MS Applied Data Science 3.85/4

      Activities and Societies: Society of Women in Engineering (SWE) Coursework: DSCI 552- Machine Learning for Data ScienceDSCI 510 : Principles of Programming for Data ScienceDSCI 551: Foundation of Data Management CSCI 572: Information Retrieval and Web Search Engines

    • Cochin University of Science and Technology

      2018 - 2022
      Bachelor of Technology - BTech Computer Science and Engineering 8.59/10

      Activities and Societies: Lean-in Tech Coursework: Database Management Systems, Data Mining, Neural Networks and Deep Learning, Big Data Analytics, Numerical and Statistics Methods, Linear Algebra, Data Structures and Algorithms, Operating Systems, Object Oriented Programming, Software Engineering

  • Experience

    • IBM

      Aug 2020 - Oct 2020
      Global Remote Mentoring -AI Project

      Artificial Intelligence/Cloud-Mobile App DevelopmentDeveloped an App to help social distancing with features like chatbot, crowd control using image processing and bluetooth proximity detector of COVID positive patients.Technology Stack: IBM Cloud, Watson APIs- Watson Assistant, Watson Visual Recognition and Watson IoT Platform, Node-RED, Java Script and HTML.

    • The Sparks Foundation

      Oct 2020 - Nov 2020
      Data Science Intern

      Task 1-Prediction using Supervised ML-Linear RegressionTask 2-Prediction using Unsupervised ML-K-means ClusteringTask 3-Prediction using Decision Tree Algorithm

    • JPnMe Pvt. Ltd

      Jan 2021 - Apr 2021
      Artificial Intelligence Intern

      Deployed an interactive chatbot for the SKEDU student app optimizing user query resolution while streamlining over 10,000+ queries through effective text mining and data preprocessing

    • Indian Institute of Technology, Patna

      Apr 2021 - Jun 2021
      Machine Learning Intern

      Simulated adversarial attacks on recommendation systems to evaluate its robustness against fake reviews and similar attacksConducted research on adversarial-based recommender models such as BPR-MF, FGSM, and AMF

    • Sentient.io

      Dec 2021 - Apr 2022
      Machine Learning Intern

      Deployed OpenAI’s CLIP machine learning model as a microservice on Sentient's platformCollaborated with data scientists to evaluate and optimize APIs on time series data, employing Fast Fourier Transform, ARIMA, and Holt-Winters models.

    • Daimler Truck Innovation Center India (DTICI)

      Jul 2022 - Jul 2024

      Contributed to the QM Proactive Sensing Solution project, an innovative Azure cloud application designed for real-time data streaming in connected vehicles, aimed at building analytical solutions to identify valuable insights and enhance vehicle connectivityEngineered end-to-end ETL pipelines using Azure Data Factory and Azure Databricks to manage and maintain this application, ensuring seamless integration and flow of data

      • Data Engineer

        Apr 2023 - Jul 2024

      • Graduate Engineer Trainee

        Jul 2022 - Mar 2023

  • Licenses & Certifications

    • Introduction to Cyber Security

      Cisco
      Jul 2020

  • Honors & Awards

    • Awarded to Alka Anson
      Extended Reality Scholarship GirlScript September 1, 2020
    • Awarded to Alka Anson
      ODSC Europe'20 Scholar - Sep 2020 Those who have distinguished themselves through outstanding academic and personal excellence are chosen to attend the world's largest Open Data Science Conference.