Profile of Harikrishnan Pai

Harikrishnan Pai Senior Software Engineer
6 years experience 0 projects worked India
$10 /hr $0 earned
KerasMachine LearningNLPPredictive ModelingPython

Experienced Data Scientist working in analytics consulting.

Proficiencies:

>Data analysis and KPI identification  > Data Visualization   > Machine Learning  > Deep learning
> Conversational AI  > Topic Modelling  > Information Extraction   > REST API
> Azure  > Python    > Numpy, Pandas, Matplotlib, Seaborn, GGplot   > Keras
> KNIME  > SpaCy  > RASA  > DataRobot

Work History (0)

  • There are no activities yet.

Work Experiences

  • Freelance Consultant

    Freelance Consultant

    January 2020 - September 2020

    Developed and implemented a monitoring system for identification of extremely high gas flares emitted by
    upstream/downstream energy facilities across multiple geographies serving a leading Consulting firm in Oil & Gas domain
    .Performed analysis and identified countries with facilities displaying patterns of persistent high flares.
    • Created Pareto analysis charts for identification and segmentation of countries and facilities emitting most flares.
    • Worked on a project to develop a comprehensive model for detection of correct pose in people involved in manual handling of
    goods.Developed a method for the human pose estimation based on Deep Neural Networks by detection & localization of joints.

  • Senior Software Engineer

    Novigo Solutions Inc

    October 2020 - Now

    OCR – INVOICE LINES EXTRACTION
    • Designed, developed and implemented an OCR service for a UAE based Retail major assisting in extraction of line items and
    specific terms from invoices. Built and trained a pipeline of predictive models on sample dataset and achieved an F1 score of
    91%. Utilizing a combination of Deep Learning, Image processing based methods for extraction of line items.
    • Performed testing of the framework on multiple invoice types and assessed the model performance using key metrics. Created a
    dashboard for monitoring of the model performance metrics for new batches.
    COUNTERFEIT DRUG DETECTION
    • Worked as analytics consultant for UK based Fortune 500 firm. Helped the client develop a process in accurately identifying
    counterfeit drugs. Preparation of reference data pertaining to each drug category. Developed an alert system by building
    predictive models to identify & segment counterfeit samples. Trained the predictive models on historical data and achieved an
    F1 score of 98%. Implemented reporting the results of batches to the client.
    CUSTOMER RELATIONSHIP PREDICTION
    • Actively involved in development of a customer relationship management dashboard for a Middle Eastern Telecom leader to
    improve customer engagement and retention.Performed analysis of the users data and identified relevant KPIs. Developed
    predictive models to assess customer churn and determined the key factors leading to a user exiting the service.Helped the
    client achieve significantly improved business outcomes

Certification

  • DatarRobot

    DataRobot

    May 2021 - September 2022

    Certified Datarobot platform – Data Science Associate

  • KNIME

    KNIME software AG

    April 2021 - April 2022

    Certified KNIME Data Science developer

Education

  • BTech

    Amrita School of Engineering, Amrita Viswa Vidyapeetham

    June 2012 - June 2016

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