Still Struggling with Tech Hiring? Discover Olibr's Solution Now!
Login / RegisterDeveloperClient
Login/Register

Dilli Ganesh

SOFTWARE RESEARCH ANALYST

  • Chennai, TN
  • 5 years
Notice Period: 15 Days

    Candidate's About

    Experienced Data Scientist with advanced Machine Learning skills and extensive expertise on the AWS Platform. Detail-oriented and efficient, consistently delivering error-free programs. Proven track record of leveraging machine learning algorithms and AWS technologies to drive data-driven insights and solutions.

    Work & Experience

    S

    Sr. DATA SCIENTIST

    May 18 - PRESENT

    Technology

    • Icon
      AWS
    • Icon
      Python

    Tools

    • Icon
      Docker
    • Develop and implement machine learning algorithms and models to extract insights from large datasets.
    • Collaborate with cross-functional teams to identify business problems and propose data-driven solutions.
    • Conduct exploratory data analysis and feature engineering to enhance model performance.
    • Perform data cleaning, preprocessing, and transformation to ensure data q...
    Read More

    Adaptilytics (Version 1.0) Email, Phone call Intelligence

    Data Scientist

    • Enhanced the end-to-end code for predicting the time when users would open emails or attend phone calls based on location access.
    • Deployed the code in the AWS cloud for scalability and improved performance.
    • Conducted code reviews and implemented enhancements to optimize the prediction accuracy.
    • Collaborated with the team to gather location data and integrate it into the prediction model.
    • Tested and validated the model using historical data to ensure its accuracy and reliability.
    • Monitored the performance of the deployed solution and made necessary adjustments to improve efficiency.
    • Ensured compliance with AWS best practices and security standards during the deployment process.
    • Documented the code enhancements and deployment procedures for future reference and knowledge sharing.
    • PySpark
    • Python
    • Hive Query language
    • Hadoop
    View Details

    Adaptilytics(Version 2.0)

    Sr. DATA SCIENTIST

    • Collected historical data from vendor data, Salesforce client information, and Koncert client information for intent, technology, firmographics, and sales opportunity details.
    • Conducted exploratory data analysis on the collected data and transformed it into the required format for analysis.
    • Utilized auto-tuning methods to find optimal hyperparameter values and stabilize the model.
    • Implemented random forest classification to predict the winning probability of the business opportunity.
    • Identified the highest score as an indicator of a high winning possibility for clients.
    • Streamlined the sales process and improved time management for salespeople to increase the chances of winning opportunities.
    • Extracted the top importance features for winning opportunities and displayed them in Salesforce user accounts through API callouts.
    • Automated the report generation process for new machine learning models, including accuracy reports with various train-test data ratios and evaluation metrics.
    • Automated the distribution of reports for validation purposes with administrators.
    • PySpark
    • Python
    • Hive Query language
    View Details

    Information Retrieval system (Out of Office Reply Detection)

    Senior Data Scientist

    • Collected the documents from the Koncert website.
    • Set up the entire process in the Amazon Web Services (AWS) Console.
    • Developed end-to-end code for the process.
    • Deployed the code end-to-end, ensuring its successful implementation.
    • AWS Sagemaker
    • Docker
    • AWS S3
    • EC2
    • Lambda
    • Google’s BERT
    View Details

    NutriAI: Artificial Intelligence Build Calorie Estimator For South Indian Foods.

    Senior Data Scientist

    • Developed a computer vision-based system for estimating calories from South Indian food items.
    • Implemented the system to help users control their calorie intake and maintain fitness without the need for a dietician.
    • Utilized computer vision techniques to analyze food images and estimate the calorie content.
    • Designed the system to provide accurate calorie estimations for various South Indian dishes.
    • Enabled users to track their calorie intake and make informed decisions about their dietary choices.
    • TensorFlow
    • OpenCV
    • python
    View Details

    Ego Network Analysis for Predicting Students Performance

    Senior Data Scientist

    • Provided students and teachers with detailed information about their strengths, weaknesses, and individual academic performance.
    • Enabled students to identify learning gaps and understand patterns in their academic progress.
    • Empowered students to overcome future risks and challenges by addressing their learning gaps.
    • Supported teachers in identifying areas where students may be facing difficulties and implementing targeted interventions.
    • Facilitated a data-driven approach to education by leveraging individual academic performance data.
    • TensorFlow
    • OpenCV
    • python
    View Details

    Education

    S

    M.Tech

    SRM University
    2016 - 2018
    A

    B.Tech

    Anna University
    2011 - 2015
    V

    HSC- Computer Science

    Vedavalli Vidyalaya
    2010 - 2011
    V

    Computer Science

    Vedavalli Vidyalaya- Secondary School
    2008 - 2009

    Certificates

    I

    Completed Data Science Foundation Level 1&Level 2 Certification

    IBM
    2019 - 2019
    I

    Completed Machine Learning Track Certification

    IBM
    2020 - 2020
    U

    Completed Python for Data Science and Machine Learning Bootcamp

    Udemy
    2020 - 2020
    U

    Completed Machine Learning A-Z: Handson Python

    Udemy
    2020 - 2020
    U

    Completed Hive for Processing Big Data

    Udemy
    2020 - 2020
    T

    Passed the Linux Certification ExaminTop10%

    Testdome
    2020 - 2020
    T

    Passed the Python CertificationExaminTop10%

    Testdome
    2020 - 2020
    I

    Programming data structures And algorithms

    IIT madras in collaboration With NASSCOM.
    2020 - 2020
    N

    Java certification

    NIIT
    2020 - 2020

    Achievements

    • Received Innovative Thinker in the Team Award in Gembrill Technologies
    • Eminent record making achievement with Limca Book of records & world record for creating Most number of Websites in a Day.
    • Won bronze medal in basketball at interzonal Level lead as captain.
    • Won first place in paper presentation Flaminius, a national level symposium conducted In Meenakshi college of engineering.