Aheli Saha

Research Assistant at Max Planck Institute for Informatics
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Contact Information
us****@****om
(386) 825-5501
Location
Saarbrücken, Saarland, Germany, DE
Languages
  • English Full professional proficiency
  • Bengali Native or bilingual proficiency
  • Hindi Elementary proficiency

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Bio

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Credentials

  • Convolutional Neural Networks
    Coursera
    Sep, 2019
    - Nov, 2024
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Coursera
    Sep, 2019
    - Nov, 2024
  • Sequence Models
    Coursera
    Sep, 2019
    - Nov, 2024
  • Neural Networks and Deep Learning
    Coursera
    Aug, 2019
    - Nov, 2024

Experience

  • Max Planck Institute for Informatics
    • Germany
    • Research Services
    • 100 - 200 Employee
    • Research Assistant
      • Jun 2023 - Present

      Ego Vehicle Trajectory Pediction for Autonomous Driving Ego Vehicle Trajectory Pediction for Autonomous Driving

  • Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI)
    • Germany
    • Research Services
    • 700 & Above Employee
    • Research Assistant
      • Jun 2022 - May 2023

  • Capgemini
    • France
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Senior Analyst
      • Jan 2021 - Apr 2021

      Worked on case studies on SAP ABAP and HANA. Worked on case studies on SAP ABAP and HANA.

  • DeepWrex Technologies
    • India
    • Software Development
    • Co-Founder and ML Researcher
      • Jan 2019 - Apr 2021

      Deepwrex is a startup focusing on the advancement of AI research and AI product development. - Responsible for the development of NLP based products. - Developed an Information Retrieval System for a Health-Tech startup. It extracts specific targetted information from digitalized medical records. Deepwrex is a startup focusing on the advancement of AI research and AI product development. - Responsible for the development of NLP based products. - Developed an Information Retrieval System for a Health-Tech startup. It extracts specific targetted information from digitalized medical records.

  • University of Leicester
    • United Kingdom
    • Higher Education
    • 700 & Above Employee
    • Research Intern
      • Jul 2020 - Dec 2020

      - Worked on a research project to segment tumours from 3D MR scans of 4 modalities (T1, T1Gd, T2, FLAIR). - A novel multi-pathway UNet incorporated with residual networks and skip connections has been proposed. - Responsible for the planning, study and implementation of this research, and for the drafting of the resulting manuscript. - Worked on a research project to segment tumours from 3D MR scans of 4 modalities (T1, T1Gd, T2, FLAIR). - A novel multi-pathway UNet incorporated with residual networks and skip connections has been proposed. - Responsible for the planning, study and implementation of this research, and for the drafting of the resulting manuscript.

  • HighRadius
    • Software Development
    • 700 & Above Employee
    • Summer Intern
      • Apr 2020 - Jun 2020

      Built an AI-enabled FinTech B2B Invoice Management Application. The tasks involved were: - Modeling an ML algorithm to predict invoice payment amounts and the nature of payment - Building a chatbot to provide assistance with invoice management - Built the user interface for the application - Enabled query handling on invoice data using servlets - Integrated the ML model and chatbot with the application Built an AI-enabled FinTech B2B Invoice Management Application. The tasks involved were: - Modeling an ML algorithm to predict invoice payment amounts and the nature of payment - Building a chatbot to provide assistance with invoice management - Built the user interface for the application - Enabled query handling on invoice data using servlets - Integrated the ML model and chatbot with the application

  • Student Satellite Program, KIIT
    • Bhubaneshwar Area, India
    • Team Member
      • Aug 2018 - Jun 2019

Education

  • Universität des Saarlandes
    Master of Science - MSc, Visual Computing
    2021 - 2023
  • Kalinga Institute of Industrial Technology, Bhubaneswar
    Bachelor of Technology - BTech, Computer Science
    2017 - 2021
  • Garden High School - India
    High School, PCM, Computer
    2004 - 2017

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