Lead Data Scientist, eClerx
8 Years of Experience
Mumbai, Maharashtra, India
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Not Available
A proportionate mix of software engineering and machine learning skills who is making machines learn from data since 2017. A Data Scientist by profession, a traveler and, an astrophile. Also, a mood-based writer. Visit my extended profile and portfolio here: https://nishhit.carrd.co/
eClerx, IT Services & Solutions, Information Technology & Services
Fractal
Brane Enterprises Pvt Ltd
eClerx, Fractal, Brane Enterprises Pvt Ltd, Findability Sciences, Newgen Software, Inet Esspl
Job Title : Lead Data Scientist
Company name : eClerx
Period : June 2022 - Present
Summary : Leading a team of data analysts and scientists to work on setting up analytics and maturing data infrastructure for a leading e-commerce client using Google Cloud.
Location : Mumbai, Maharashtra, India
Job Title : Data Scientist
Company name : Fractal
Period : June 2021 - June 2022
Summary : - Major area of work: Predictive Modelling, PySpark Big Data Processing, Spark Job Development
- Worked on building self-serve analytics dashboard for a leading multinational banking client, involved in building capabilities like digital journey analysis, data harmonisation from different sources using big data tools like Spark, writing PySpark Jobs.
- Mentoring junior data scientists and supervising and owning development of modules under the dashboard development.
Location : Mumbai, Maharashtra, India
Job Title : Data Scientist
Company name : Brane Enterprises Pvt Ltd
Period : May 2020 - April 2021
Summary : - Major area of work: Natural Language Processing & Generation
- Worked on building a fully functional Extraction Engine to extract Operators and Operands out of plain text statements/insights and generate solution JSON structures.
- Working on building a Text Augmentation Module to enhance the meaning of a contextless statement. Used various pre-trained models such as RoBERTa, GPT-2, and XLNet to accomplish this task along with carefully applying various NLP Pre/Post Processing techniques.
Location : Hyderabad, Telangana, India
Job Title : Data Scientist
Company name : Findability Sciences
Period : September 2019 - May 2020
Summary : - Major area of work: Forecasting, Recommendation, Classification
- Worked on data science projects pertaining to Sales, Manufacturing, Hospitality, Media/Entertainment, Banking & Insurance industries.
- Involved in day-to-day client interactions for gathering and understanding clients' requirements.
- Worked on building a recommendation engine for an online news aggregation platform. Successfully applied techniques like Matrix Factorization and Collaborative Filtering techniques to bring about an increase of ~10% user engagement over a period of 3 months.
- Worked on various forecasting projects in the aforementioned domains using algorithms such as ARIMA, Prophet, and LSTM.
- Built In-Video Text Search Engine Using OpenCV, Tesseract-OCR, Conv-Nets, and Elastic Search in Python.
Location : Mumbai Area, India
Job Title : Engineer
Company name : Newgen Software
Period : July 2017 - September 2019
Summary : - Major area of work: Document Processing, Product Feature Enhancements under Application Integration and development for retail banking services such as cards and loans.
- Learnt Python in-depth with a strict focus on data science and machine learning.
- Developed a aadhaar eKYC integration application for cards and loans applications quick processing and verification
- Developed a customer facing credit card platform to create and verify credit card application within half an hour.
Location : Mumbai Area, India
Job Title : Intern Research Analyst
Company name : Inet Esspl
Period : December 2015 - January 2016
Summary : - Understood business development strategies.
- Worked on getting valuable project leads for the company.
Location : Pune Area, India
Title : Deep Learning Specialization
Period : May 2020 - Present
Summary : 3Y2GWCPDUNU3, coursera.org, https://www.coursera.org/account/accomplishments/specialization/certificate/3Y2GWCPDUNU3
Issuing Authority : deeplearning.ai
Title : Certificate of Completion - Data Science Masters Program
Period : December 2018 - Present
Summary : 13107236, credential.net, https://www.credential.net/i30p8c7l
Issuing Authority : GreyAtom
Title : Java Programming
Period : June 2015 - Present
Issuing Authority : SEED Infotech Ltd
Title : Crop Selection Method Based on Various Environmental Factors Using Machine Learning
Publisher : International Research Journal of Engineering and Technology
Publication time : 2017
Summary : Based on various environmental factors, we used mac
Organization name : Findability Sciences Position : Data Scientist Period : September 2019 - Present Organization name : Newgen Software Technologies Limited Position : Machine Learning Engineer Period : July 2017 - September 2019 Organization name
English , Hindi , Marwari
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