Hemant Palivela

The goal is to turn data into information, and information into insight.

- Carly Fiorina, ex CEO of Hewlett-Packard

Hemant Palivela

Senior Manager
Hemant Palivela is a Senior Manager, currently working with Eclerx Services LTD. After spending nearly seven years working with renowned organizations like NMIMS and Aureus Analytics, he shifted to Centre of Excellence, Digital Analytics Division of eClerx where he works on Campaign Analytics, Speech Processing, Computer Vision,Natural Language Understanding/Generation and Recommendation Systems. He holds a Bachelors and Masters in Computer Engineering and is currently working out for his Ph.D. in Computer Engineering from, VTU. His principal areas of interest with reference to theoretical frame include, Machine learning optimization, linear algebra, probability theory, and practical frame include, drug discovery, insurance analytics and recommendation systems. He has published around 35 plus research papers in International Conference and Journals.
Machine Learning NLP
  • eClerx
    Senior Analytics Consultant
    2019 - Current
  • Aureus Analytics
    Data Science Team Member - Machine Learning Group
    1. Understand client requirements and develop scalable machine learning algorithms. 2. Conceptualization and delivery of high performance predictive models for Top Insurance companies in India and US 3. Successfully Implemented Machine Learning algorithms like Random Forest, Gradient Boosting Classifiers, Support Vector Machines, Decision Trees and Generalized Additive Models. 4. Handled complex data architectures 5. Built Ensemble modelling framework
    2017 - 2018
  • SVKM's Narsee Monjee Institute of Management Studies (NMIMS)
    Member, Center of Excellence, Data Science Division
    1. Built Multi-class classification model for classification of cancer cells based on light intensity 2. Data pre-processing and feature extraction strategy development for Default Prediction in online loan application analysis 3. Web Scraping using Python - Beautiful Soup and Scrapy for developing market segmentation data 4. Worked on code versioning like git, SVN 5. Scaling R programs with Apache Spark 6. Developed Conversational bots using Deep Learning and Tensor Flow
    2014 - 2017
  • EMC
    Cloud Systems Intern
    Cloud security parameters and content management
    2010 - 2011
  • Visvesvaraya Technological University
    Master of Technology (M.Tech.), Computer Science
    2010 - 2012
  • University of Mumbai
    Bachelor of Engineering, Computer Engineering
    2005 - 2009
  • Visvesvaraya Technological University
    Doctor of Philosophy (PhD), Computer Engineering
    2004 - Current
What I do outside work
  • Learning
  • Cooking
  • Photography
  • Fitness
  • Travelling

Programs I mentor

I 'instruct', 'teach', 'solve doubts' and do 'hands-on activities'

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