Govind Vishnoi
Bangalore
Summary
Accomplished Data Scientist with a passion for delivering valuable data through analytical functions and data retrieval methods. Committed to helping companies advance by helping them to develop strategic plans based on predictive modeling and findings. Experienced in working with cross-functional teams to convert clients' requirements into successful products.
Overview
6
6
years of professional experience
Work History
Lead Data Scientist
The Weather Company (via Andela) - Contractor
Remote
2023.09 - Current
- Built a machine learning model to predict the sales of product geographically using weather data and explained the impact the weather on sales of product geographically. Built 5 models for each product for each region in US.
- Performed scenario analysis to show how much weather features are impacting the sales of product.
- Built a feature engineering pipeline using Azure data factory to fetch weather feature from API, perform the transformations and store it in Snowflake feature store.
- Currently working on segmenting the user as different travelers category using session data on weather app.
Senior Associate - Data Science
TheMathCompany
Bangalore - Remote
2023.02 - 2023.11
- Leading a 5 member team of data scientist, Power BI developers and data engineers.
- Working on different US Pharmaceutical datasets like IQVIA, GPO, Specialty Pharmacy and many more to find out the patient trends, sales trends and marketing trends.
- Built a pipeline using Dataiku and SQL to extract raw data from AWS RedShift Cluster and transforming the data inside Dataiku.
- Helping the business on deciding what KPI or metric should we track while tracking the performance of any drug in the market.
- Worked on different analytics dashboards like Non-small cell Lung carcinoma, Bladder cancer, Renal cell carcinoma, etc.
Data Scientist
Societe Generale
Chennai
2021.07 - 2023.01
- Lead 5-member Data Science team and helped businesses in finding new use cases across business unit.
- Served as thoughtful advisor, working with operations and banking professionals.
- Implemented machine learning using trades and mutual funds data for France and Luxemburg region data in classifying the type of breaks while reconciling data coming from different sources and saved ~200K€
- Worked on use cases related to customer retention to maintain NBI, client behavior analyses based on past trends, and penalty detection based on client instructions.
- Utilized algorithmic and programming tools to build helpful Tree Based Model and regression based model which led to 90% automation of reconciliation process
- Used MLFlow for tracking different experiments and Airflow/Dataiku of automatic triggering of individual task
- Responsible for Deploying the pipelines on AWS or Azure Server.
Associate Solution Architect - Data Science
CognitiveCare India
Remote
2020.06 - 2021.06
- Worked to assess company's needs and resolve issues with use of data and technology.
- Developed COVID planning tool using transfer learning model of University of Pennsylvania (Penn-chime) Recognized and used by Govt Of Karnataka
- Implemented 9 deep learning models to build solution for detecting 9 pregnancy risks named MIHIC
- Developed machine learning model using structured data in detecting sepsis.
- Managed company's AWS server from creation to maintenance, and helped in reducing cost by 35%
- Created DeveOps pipeline using AWS-managed services like CodeCommit, and CodeDeploy.
- Leading 3-member technical team in developing product's front end (using JavaScript and ReactJS), APIs, and back end
Machine Learning Engineer - Contractual
Council of Scientific and Industrial Research
Delhi
2019.07 - 2020.05
- Engaged in a research project which focuses on finding the correlation between different bio-markers and predicting one bio-marker based on different bio-marker using a linear regression model.
- The model which we developed was given 97.6% accuracy in predicting bio-markers of the Hemogram panel.
- Used different statistical techniques to represent and validate 4 lac rows of data
- Contributed to another research project to extract the named entities based on the doctor's notes
- Used transfer learning model named Bio-Bert and Clinical Bert
- Engaged in 4 projects in the Telecom domain
- The project were related to Virtual networking
- Worked as a Java Full-stack developer.
Application Developer
IBM India
Bangalore
2018.04 - 2019.06
- Engaged in 4 projects in the Telecom domain. The project were related to Virtual networking.
- Worked as a Java Full-stack developer.
- Used different technologies like Java, React.JS, SQL and UNIX.
Systems Engineer Trainee
Infosys
Mysore
2017.12 - 2018.03
- Trained in technologies like Python, MongoDB, Mainframes, and Databases.
- Contributed to POCs related to Python web development.
Education
Master of Science - Machine Learning & Artificial Intelligence
Liverpool John Moores University
Liverpool2024-03
Bachelor of Science - Computer Science & Engineering
Pranveer Singh Insitute of Technology
06.2017
Skills
- Python
- SQL
- Machine Learning - Supervised & Unsupervised
- Statistics
- Deep Leaning and NLP (GenAI)
- AWS - SageMaker, ECS, RedShift, CI/CD
- Time Series Forecasting
- Flask
- GIT, GitHub, CodeCommit
- MLOps - MLFlow, Dataiku, Airflow, Feature Engineering
- Statistical Analysis
- Agile Methodology
Timeline
Lead Data Scientist
The Weather Company (via Andela) - Contractor
2023.09 - Current
Senior Associate - Data Science
TheMathCompany
2023.02 - 2023.11
Data Scientist
Societe Generale
2021.07 - 2023.01
Associate Solution Architect - Data Science
CognitiveCare India
2020.06 - 2021.06
Machine Learning Engineer - Contractual
Council of Scientific and Industrial Research
2019.07 - 2020.05
Application Developer
IBM India
2018.04 - 2019.06
Systems Engineer Trainee
Infosys
2017.12 - 2018.03
Master of Science - Machine Learning & Artificial Intelligence
Liverpool John Moores University
Bachelor of Science - Computer Science & Engineering
Pranveer Singh Insitute of Technology
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