Ajay Swarnkar
Data Scientist | Applied AI | Machine Learning | Generative AI | 2x GCP Certified
- Role
- Data Scientist at Infogain
- Location
- Bhopal, MP, IN
- LinkedIn followers
- 500 followers
About Ajay Swarnkar
A dynamic and hardworking individual with 4+ years of industry experience currently…
Experience
Data Scientist
Jul 2024 — Present
Working as a Lead PIC for different use cases for Client Engagements. Responsible for gathering requirements, understanding the objective to achieve, brainstorming solution approaches, and developing and delivering the product- CUSTOMER ANALYSIS DASHBOARD (MONTHLY REFRESH)1. Worked on client\'s B2B and B2C customer data for segmentation using K-Means Clustering.2. Also developed predictive models using a variety of algorithms including Logistic Regression, Linear Regression, Lasso Regression, Random Forest, XGBoost, and SVM to solve complex business problems (for forecasting, etc)3. Used RFM metrics and other derived features to feed into the model, also built product recommendations using product data.4. Created an interactive Power BI dashboard with multiple tabs to provide actionable insights into segmentation, customer migration, and key performance metrics to the stakeholders.5. Developed all codebases in a scalable and object-oriented manner, ensuring maintainability and flexibility in software development.6. Implement advanced techniques such as cross-validation, outlier treatment, dimensionality reduction, feature selection, and sampling methods to optimize model performance and prevent overfitting.
Education
Anand Vihar School
HSC Boards Exam, Maths Science
2016 — 2017
LNCT Group of Colleges
Bachelor of Technology - BTech, Information Technology
2017 — 2021
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