About
I have almost 8 Years of work experience in Artificial Intelligence, Deep Learning, Machine Learning and Hadoop. Currently I am working as Lead Data Scientist and would be happy to work on various innovative technologies through research and development.
Personal Details
- Age: 33 Years
- Phone: +91-9028381267
- Email: vinit.ganorkar@gmail.com
- Hometown: Amravati, MH, India
- Qualification: Master's (M.tech)
- Languages: English, Hindi, Marathi
- Open to Work: Available
- Work Address: Bengaluru, Karnataka, India
In my free time I like to read blogs on technology and surf the internet over geopolitics. I also like to hike and climb mountains which indeed provides me satisafction of exploring new places. Sometimes I also enjoy solving puzzles like Rubic cube.
Professional Summary
- Almost 8 years of work experience in Insurance, Investment and Telecom domain.
- Knowledge of Advanced analytics concepts and algorithms – text mining, social listening, predictive modeling etc.
- Substantial experience in Data Science, Artificial Intelligence as well as Expertise in Hadoop Ecosystem.
- Ability to devise a structure for solving Unstructured Business Problem.
- Sound knowledge about Deep Learning, H20, AutoML
- Hands on experience with API development and Building Docker containers.
- Sound knowledge about Machine Learning Deployment pipelines (MLOps).
- Expertize in working on various cloud services like Azure, GCP.
- Hands on experience with tools like Hue, HIVE and Teradata, Tableau, SSIS.
- Hands on experience with Different query languages such as HQL, SQL, NoSQL.
- Experience in working under Agile Project Planning Environment.
- Understanding the Business requirements and develop the Requirement tractability
- Matrix (RTM) to test the complete functionality of the application.
Years of Relevant Experience in AI/ML/DS
Projects end to end Implimentated
PyPI Published Python library
Global Ranking by Analytics Vidhya
Skills
Python is my go to Language, other than below skills, curently I am working on to get my hands dirty in stream data processing, graph analytics and in Genrative AI space.
Resume
Career Objective
AI Engineer
To secure a challenging position in a fast transitioning Product based organization where I can do Product development through Research and Explore my Technical as well as Managerial skills.
- Develop state of the art models.
- Publish or Impliment Research Papers.
- Contribute to Open source community.
Education
Master of Technology in Instrumentation & Control
2013 - 2015
Vishwakarma Institue of Technology, Pune
Final year thesis on Real time depth estimation of a fast moving object using Wavelet Transform and OpenCV on Raspberry Pi.
Internship with MIT Media Labs (USA)
2014 - 2014
Indian Institute of Technology, Mumbai
Worked on affordable health diagnosis - Measuring Blood Pressure using a smartphone.
Bachelor of Technology in Electronics & Telecommunication
2009 - 2012
Sinhgad College of Engineering, Vadgaon , Pune
Final year Intership Project on Real Time Fuel Monitoring Sysytem using Cortex ARM 7 Processor.
Diploma in Electronics & Telecommunication
2006 - 2009
Government Polytechnic, Amravati
Final year Project on Solar operated smart battery charging unit.
Professional Experience
Lead Data Scientist
2021 - Present
Reliance Jio, Mumbai
- Built a multi model architecture to predict customer churn, followed by a deep reason code analysis to retain the customer and improving telecom services.
- Built a recharge delay prediction model in order to avoid potential revenue leakage and thus in a way reduced target audience for sending sms reminders.
- Working on classifiying customers textual feedback into respective sentiment and emotion, along with categorizing them into different relevant business buckets.
- Working on telecom site down prediction model.
Senior Data Scientist
2018 - 2021
M&G Prudential, Mumbai
- Developed a regression model which estimates the carbon emission values of campanies who havn't disclosed it in their Annual Report.
- Worked on huge volumes of text data to identify companies intent to become carbon neutral using Google's BERT Model.
- Developed first in the segment Facial Analytics tool to access Age, Gender and BMI of an onboarding customer based on a selfie.
- Developed MISO Customer Voice matching model to track customer journey also built a Bi-Directional LSTM model to seprate IVR form the speech with 90% accuracy.
- Built sevral models to access cusomter's location, occupation and lifestyle risk in a way helping customer onboarding process by dynamically asking questions based upon indivduals risk profile.
Data Scientist
2016 - 2018
Cognizant Technology Solutions, Chennai
- Built ESG Intensity Prediction Tool using unsupervised news data from lexisnexis and Topic Modeling.
- Built inhouse tool for predicting defect severity using Naive Bayes Algorithem.
- Worked on data migration project, to move data from teradata to hadoop platform for British Gas.
Portfolio
Some of the Projects which I developed and deployed in my professional space are listed below, Here I tried to replicate the behaviour using open source tools and data. To check out the app in action please click on the play button.
Disclaimer : Some of the project links are under development and so might not work as expected.
- All
- NLP
- CV
- AR
Achievements
Analytics User Ranking
Ranked under top 200 Analytics Professional by Analytics Vidhya - Highest Rank Achieved was 63 in Jan 2019.
Winner - Click Prediction
Winner of News Article Recommender Challenge at International AI Summit, IIT-Powai - Dec 2017.
Winner - Image Classification
Winner of Springer Nature Pune Artificial Intelligence Hackathon - Sept 2018.
Runner up - Data Science
Runner up of Big Data Innovation Challenge Hosted by GE Digital - Jun 2017.