As a 'Big Data' enthusiast with a strong passion for 'Data Science / Data Engineering', I bring over 5 + years of hands-on experience in the field, complemented by a Masters degree in Data Science from the USA. I leverage cutting-edge technologies and methodologies to tackle intricate data challenges, deriving impactful insights that drive business success.During my past project involvements, I have acquired skills in building ETL Pipelines, discovering the insights hidden in huge data, performing statistical analysis, AI / ML, AWS Data Migration, Data Modeling and translating evaluations into customer-centric solutions. In my recent past, I have undertaken various projects using R, Python, Statistics, Machine Learning, ETL, Amazon Web Services (AWS), Microsoft Azure, Docker, CI / CD, GitHub Actions, GitHub REST API etc. As such I believe, I am an autodidact with strong communication skills, and eye for detail. I am willing to undertake challenging roles that require out of box thinking, complex problem solving, analytical skills and provide a conducive environment for both professional and personal growth.
Microsoft
View- Website:
- microsoft.com
- Employees:
- 231118
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Technical Solution ManagerMicrosoftBengaluru, Ka, In
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Senior Data EngineerCloudaeon Feb 2023 - PresentPune, Maharashtra, India● Worked on Python backend code development for automating release management processes between SharePoint, JIRA, and SQL databases on Azure.● Extensively worked on Azure Logic App and its integration with other services; successfully set up, data validation checks and success / failure email notification functionality.● Implemented code vulnerability tools like SNYK, TruffleHog, and Fortify in GitHub CI / CD action and created automatic JIRA ticket creation for any vulnerability found.● Built Data Audit & Governance solutions using GitHub REST API and GitHub Actions -
Senior Data EngineerDynamon Feb 2022 - Feb 2023Pune, Maharashtra, India● Designed and implemented an AWS Lambda-based solution to notify teams via Slack when ECS tasks were completed, utilizing the Python programming language and the boto3 library.● Utilized GitLab to construct robust Docker images and implement efficient CI/CD pipelines, and successfully integrated them into an AWS environment.● Developed a comprehensive infrastructure solution using AWS CloudFormation, utilizing JSON and YAML templates to automate the provisioning and management of resources. -
Lead Data EngineerCes Jun 2021 - Feb 2022Chennai, Tamil Nadu, India● Designed and implemented efficient ETL solutions for client "Benson Hill Biosystems" utilizing the full capabilities of the AWS ecosystem.● Leveraged Terraform as an infrastructure as code tool to manage the entire lifecycle of infrastructure effectively and efficiently.● Developed, administered and executed AWS Lambda functions and AWS Step functions, effectively utilizing Cloudwatch for monitoring and logging. -
Senior Data EngineerRx Savings Solutions Dec 2020 - Apr 2021Overland Park, Kansas, United States● Expertly executed OCR pipeline operations on documents received from various pharmaceutical and healthcare service provider companies.● Collaborated closely with the ETL team to ensure smooth and accurate data migration across teams.● Explored and learnt the latest AWS technologies to provide new capabilities and increase efficiency in the ETL Pipelines.● Stayed current with the latest AWS technologies and applied them to enhance capabilities and improve efficiency in ETL pipelines.● Demonstrated expertise in the areas of data management, including integration, modeling, analytics, and reporting by utilizing Python, the AWS ecosystem, and big data tools. -
Senior Data ScientistUnited Solutions, Llc Aug 2020 - Dec 2020Rockville, Maryland, United States● Worked for client – Federal Govt. to solve contract document problems with the help of NLP Algorithms both Supervised & Unsupervised. ● Wrote a Flask API Web App which takes one document from client and correctly classifies it with given labels.● Wrote independent, multiple POC’s for document types to identify / extract specific information from documents using Pytesseract – Tesseract OCR packages in Python.● Leveraged NLTK, Spacy, Faasttext libraries to perform all kinds of NLP operations including but not limited to cleaning, stemming, lemmatization, word encoding, etc. -
Data ScientistCognizant Feb 2020 - Apr 2020Dallas/Fort Worth Area● Worked for marketing team to deliver actionable insights by leveraging historical data and applying various statistical / machine learning algorithms● Understood business requirements, tested various hypothesis about underlying mechanics of the business processes and wrote clean, efficient code in R and Python.● Prepared presentations and reports on findings as well as recommended next steps to ensure successful project completion. -
Data ScientistLti - Larsen & Toubro Infotech Nov 2018 - Jul 2019San Francisco Bay Area● Worked closely with onshore and offshore (Banglore) analytics team to implement multiple use-cases which solely focuses on solving Cisco's enterprise level quality domain problems.● Implemented numerous classification ( Logistic Regression, Decision Tree, Random Forest Classifier, Support Vector Machine, Xgboost, etc. ) and regression (Linear, Ridge, Lasso, PLS, Random Forest Regressor etc. ) algorithms and improved accuracy with each sprint.● Validated existing data models and cross-verified results on statistical terms, such as - Accuracy, Kappa Value, RMSE, ROC, etc.● Productionalized prototype Machine Learning models written in Python on MapR Servers by building end-to-end cycle.● Performed data cleaning, worked on imbalanced data, implemented feature ranking, etc. on daily fetched records.● Read input directly in Jupyter Notebook from MapR Hadoop and wrote output of ML models back to Hadoop.
Vivek Kulkarni Education Details
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Data Science -
Information Technology -
Information Technology
Frequently Asked Questions about Vivek Kulkarni
What company does Vivek Kulkarni work for?
Vivek Kulkarni works for Microsoft
What is Vivek Kulkarni's role at the current company?
Vivek Kulkarni's current role is Technical Solution Manager.
What schools did Vivek Kulkarni attend?
Vivek Kulkarni attended Mercyhurst University, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, M.g.m's Jawaharlal Nehru College Of Engineering.
Who are Vivek Kulkarni's colleagues?
Vivek Kulkarni's colleagues are Daniel Grunblatt, Yellow Li, Amit Kumar, Murodjon Dadoboev, Emmanuel Perez, Duaa Asaad, Rendy Rahardy.
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