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Alan Ponnachan

Alan Ponnachan

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location of Alan PonnachanKollam, Kerala, India

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  • Timeline

  • About me

    AI / ML Schematic Analyst Intern at BOSCH | Attended College of Engineering, Trivandrum

  • Education

    • College of Engineering, Trivandrum

      2020 - 2024
      Bachelor of Technology - BTech Electronics and Communications Engineering

    • College of Engineering Trivandrum

      2020 - 2024
      Bachelor of Technology - BTech Minor Computer Science and Engineering (Machine Learning)

  • Experience

    • CETSAT

      Nov 2022 - Dec 2023
      Payload Team Member

    • TrEST Research Park

      May 2023 - Jul 2023
      Internship Trainee

    • Bosch

      Feb 2024 - Jun 2024
      AI/ML Schematic Analyst

      - Implemented ResNet50 model for feature extraction, achieving 95% accuracy in identifying similar schematics. Engineered image processing algorithm to highlight and quantify differences, processing 50+ page documents in under 5 minutes.- Reduced manual comparison time by 80% by developing an automated pipeline to identify and highlight differences in schematic PDFs.- Developed and trained a custom Named Entity Recognition (NER) model using spaCy, achieving an accuracy of over 90% in extracting pin part numbers and descriptions from schematics.- Leveraged descriptive statistics with pandas for analyzing voltage readings across diverse ECU datasets, leading to the accurate prediction of optimal minimum and maximum value of voltage readings. Show less

  • Licenses & Certifications