4.5+ years | Machine Learning | Deep learning | Data science | Python
4 Years of Experience
Mumbai, Maharashtra, India
86686*****
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Not Available
A Machine learning, Deep learning, and Data science professional. A Startup guy (2016-17)- I completed a bachelor's of electrical engineering in 2016. Then my career took a different turn and I got myself into a startup with 2 of my friends. We ran the startup successfully for 18 months. It was 2016-17, RERA arose, so the real estate market was a little unstable. And we started facing cash flow issues from the client end. Eventually, we had to shut down our business. In 18 months I read 10s of books, learned to work hard, and solve problems strategically. A business analyst (2017-19)- Later got a chance to join an IT firm at Pune in a Business Analyst position. Completed numerous projects related to Data collection, Excel, Analytics, Python. Implemented ML models as black-box using scikit-learn. Crunched large datasets, unorganized datasets and converted them into structured data using python, NumPy, pandas, matplotlib. Continued working there for 2 years. A Disciple of Artificial Intelligence (2019-20)- till here I got a pretty decent hands-on exposure to Machine learning, Deep learning, Neural networks. Then I decide to dive deep into the subject and I took full-time 12 months of mathematically rigorous machine learning and data science course i.e., "Applied Machine Learning Course" by ApppliedRoots. Modules of Course - Python programming language, Natural language processing (NLP), Computer vision (CV) and Image processing, Machine learning algorithms, Deep learning algorithms and Neural networks, Data analysis, Deployment of models, Statistics, SQL and databases, Recommendation engine and clustering, Underlying mathematics of all the mentioned techniques, etc. Along with these modules I completed 30+ industrial projects and assignments related to Data analysis, Machine learning, Deep learning, Natural language processing and computer vision. A professional data analyst - I got an opportunity to work with the manufacturing company at Nashik, I solved business problems using data science and machine learning techniques and accomplished multiple projects. KPIs by a significant percentage. A professional data scientist (2021-22)- Now, having a deep understanding of Machine learning and Deep learning models along with hands-on experience on numerous industry projects I developed a strong problem-solving ability. Received plenty of appreciation from peers and managers for the python code and system design I deployed. I continue working as a data scientist till the present.
VMware, SaaS/Cloud Product, Information Technology & Services
ICICI Lombard
Motwane Manufacturing
VMware, ICICI Lombard, Motwane Manufacturing, Promatic IT Solutions
Job Title : Member Technical Staff (AI-ML)
Company name : VMware
Period : April 2022 - Present
Summary : • Developed a highly customizable training pipeline in Python with KMeans & Spectral clustering in a hierarchical fashion that can generate migration groups of virtual machines based on network flows data. It reduced delivery time by 50% than forming groups manually.
• Developed an interactive plotly dash app for analysing hierarchical migration‑groups graph generated with hierarchical clustering. The app enhanced visibility and interpretability of Machine learning models by 70% and used by the customer for the final conclusion on migration groups
Location : Pune, Maharashtra, India
Job Title : Machine Learning Consultant
Company name : ICICI Lombard
Period : June 2021 - May 2022
Summary : • Predicting a cause of loss for a given text description of an insurance claim using multi‑class machine learning model with ensemble of Logistic Regression, XGBoost, Radom Forest. It has reduced TAT for an insurance claim by 30%.
• Manipulated large geo‑location‑transportation data, also designed an automated analytics report generation system with matplotlib, seaborn and python object oriented programming. It improved nitty‑gritty visibility by 40% among the business.
• Built data extraction pipeline to handle tens of gigabytes of unorganized and multi‑formatted spreadsheets using pyexcel, openpyxl, win32com.client python libraries. Automation script has enhanced productivity of analytics teams by 50%
Location : Mumbai, Maharashtra, India
Job Title : Data Analyst
Company name : Motwane Manufacturing
Period : January 2021 - June 2021
Summary : • Developed a Machine Learning model to identify the health of an Electrical Transformer through transformer’s make specifications & historical data. Implemented a deep learning (LSTM) model on a time‑series data, improved mean percentage error by 13% than baseline model.
• Using web scraping tools like Beautiful Soup accumulated keyword‑specific 100k LinkedIn profiles and stored data in a csv format
Location : Maharashtra, India
Job Title : Data Analyst
Company name : Promatic IT Solutions
Period : November 2017 - November 2019
Summary : • Collection of data from the web sources and transformed unstructured data into structured data. Performed data analysis & data
manipulation (txt, csv) on multiple‑large datasets using python packages such as pandas, NumPy, matplotlib, seaborn.
Location : Pune, Maharashtra, India
Title : Machine Learning and Deep Learning
Period : September 2020 - Present
Summary : appliedaicourse.com, https://www.appliedaicourse.com/certificate/3c4a1e6d77
Issuing Authority : Applied AI Course
Title : CutShort Certified Deep Learning - Basic
Period : August 2020 - Present
Summary : 27588, cutshort.io, https://cutshort.io/certificate/27588
Issuing Authority : CutShort
Title : CutShort Certified Machine Learning (ML) - Advanced
Period : August 2020 - Present
Summary : 27591, cutshort.io, https://cutshort.io/certificate/27591
Issuing Authority : CutShort
Title : CutShort Certified Python - Advanced
Period : August 2020 - Present
Summary : 27585, cutshort.io, https://cutshort.io/certificate/27585
Issuing Authority : CutShort
Title : Energy conservation project trainee
Period : June 2015 - Present
Issuing Authority : BOSCH AUTOMOTIVE ELECTRONICS INDIA PRIVATE LIMITED
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