Akhil Paulson

Akhil Paulson

NDT Technician

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location of Akhil PaulsonBengaluru, Karnataka, India

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  • Timeline

  • About me

    Deputy Manager - Data, Analytics & Modelling @ SUDLife | Machine Learning | Data Scientist | AI | Business Analyst

  • Education

    • St: Paul's Public School, Kuriachira

      -
      10th 9.8
    • GHSS, Nandikkara

      2012 - 2014
      +2 Computer Science 89%
    • Praxis Business School

      2022 - 2022
      PGP Data Science
    • JYOTHI ENGINEERING COLLEGE, CHERUTHURUTHY

      2014 - 2018
      Bachelor of Technology - BTech Mechanical Engineering 7.07
  • Experience

    • IXAR (Industrial X-Ray & Allied Radiographers (I) Pvt. Ltd.)

      Dec 2018 - Jan 2019
      NDT Technician

      Attended shutdowns at Reliance Hazira and Jamnagar refineries Experience in conducting Dry penetrant testing , Ultrasonic testing, Magnetic Particletesting on welded surfacesPreparing inspection reports

    • Steel and Industrial Forgings Ltd

      Feb 2019 - Feb 2020
      Graduate Engineer Trainee

      Hands of experience in Heat Treatment of ferrous and non-ferrous metals (Aerospace & Non-Aerospace materials)Directly involved in the development of forgings for mission critical customers like VSSC,LPSC,BrahMos, DRDL etc.Gained good experience in destructive testing and hardness testing of forged components as wellas raw materials.Good knowledge of International Standards (AMS,ASTM etc.)Managed shop floor, labour and productionExperienced in cost evaluation, Furnace capacity calculations, Furnace calibration andmaintenance Show less

    • Twirl Engineering and Construction Pvt Ltd

      Jun 2020 - Jun 2021
      Mechanical Supervisor

      Analysed equipment failures and diagnosed faulty operation and made appropriate maintenance recommendationsCorelated all aspects of the production including selection of manufacturing methods & fabricationPreparation and documentation of inspection and material reportsAssured the production and quality of the product was metAssembled and executed the weekly production plans

    • Star Union Dai-ichi Life Insurance Company Limited

      Oct 2022 - now
      Deputy Manager - Business Intelligence

      Proficient in Python, SQL, Excel, and PowerPoint, with hands-on experience in machine learning algorithms including logistic regression, decision trees, random forests, XGBoost, and neural networks. Also skilled in NLP.Key Accomplishments:Developed Y1 Renewal Propensity Model for life insurers, encompassing EDA, feature selection, preprocessing, engineering, model building, and validation. Predicted Y1 renewal likelihood for new insurers.Created SFI Misappropriation Model to detect sales officers' misappropriation, integrating EDA, feature selection, preprocessing, engineering, model building, validation, hyperparameter tuning, and predictions using bureau details from Sherlock API.Automated classification model code snippet with EDA, feature selection, preprocessing, engineering, model building, validation, tuning, and prediction capabilities. Implemented mail trigger system and API for result delivery.Designed SQL triggers for handling exceptional cases and creating FCU team samples.Developed Power BI dashboard displaying customer cohorts, policy details, regional demographics, etc.Built Deep Lapse Model for customers in lapse >1 year, involving data extraction, preprocessing, EDA, feature selection, engineering, model building, validation, and tuning.Conducted sentiment analysis on WhatsApp bot responses, including regional language conversion, emoji processing, sentiment scoring, and topic modeling.Analyzed New Business and Claims data for 3 years, high-risk zone employees, average tenure, and online life insurance products via company portal.Proficient in API creation, testing, documentation, with thorough understanding of Sherlock API documentation. Show less

  • Licenses & Certifications

    • AWS Certified Machine Learning: ML Algorithms in SageMaker

      Skillsoft
      Feb 2023
      View certificate certificate
    • Machine & Deep Learning Algorithms: Imbalanced Datasets Using Pandas ML

      Skillsoft
      Feb 2023
      View certificate certificate
    • Key Statistical Concepts

      Skillsoft
      Feb 2023
      View certificate certificate
    • Machine Learning & Deep Learning Tools in the Cloud

      Skillsoft
      Feb 2023
      View certificate certificate
    • Machine & Deep Learning Algorithms: Data Preparation in Pandas ML

      Skillsoft
      Feb 2023
      View certificate certificate
    • Machine & Deep Learning Algorithms: Introduction

      Skillsoft
      Feb 2023
      View certificate certificate
    • Core Statistical Concepts: An Overview of Statistics & Sampling

      Skillsoft
      Feb 2023
      View certificate certificate
    • AWS Certified Machine Learning: Model Training & Evaluation

      Skillsoft
      Feb 2023
      View certificate certificate
    • AWS Certified Machine Learning: Amazon S3 Simple Storage Service

      Skillsoft
      Feb 2023
      View certificate certificate
    • RDMS and SQL

      Algae Services
      Feb 2022
      View certificate certificate