Oct 2022 – May 2025 · 2 yrs 7 mos · Navi Mumbai, Maharashtra, India · On-site

• Experienced in Python, SQL, Excel, Power BI, and PowerPoint with expertise in machine learning algorithms like logistic regression, decision trees, random forests, XGBoost, Naive Bayes, neural networks, and NLP. Skilled in data preprocessing, EDA, feature engineering, model building, and validation with a strong focus on business outcomes.
• Key Accomplishments:
• Y1 Renewal Propensity Model : Developed a model for predicting insurance renewal likelihood using machine learning techniques (logistic regression, random forest, XGBoost) with comprehensive data processing and model validation.
• SFI Misappropriation Model : Built models to detect sales officer and AM/TM misappropriation, integrating Sherlock and Karza API data for enhanced accuracy.
• Customer Segmentation : Conducted customer profiling on insurer's data using k-means & k-prototype and hierarchical clustering to support targeted marketing strategies.
• Automated ML Workflow : Automated classification model pipelines with EDA, feature engineering, model training, validation, and an API-triggered result delivery system.
• SQL Triggers Designed 30+ SQL triggers for handling exceptional cases and creating business samples.
• Power BI Dashboards : Created interactive dashboards to visualize key metrics like sales officer perfromance, customer cohorts, policy details, and regional demographics.
• Deep Lapse Model : Built a model identifying customers who lapsed for over two years and reactivated, providing insights for retention strategies.
• Sentiment Analysis : Performed sentiment analysis on WhatsApp bot responses, including multilingual processing and topic modeling.
• Data Analysis : Analyzed 3 years of New Business and Claims data to uncover trends in high-risk zones and product performance.
• Proficient in API creation, integration, and testing, with a thorough understanding of Sherlock API nd Karza for financial data.

Jun 2020 – Jun 2021 · 1 yr · Kochi, Kerala, India

• Analysed equipment failures and diagnosed faulty operation and made appropriate maintenance recommendations
• Corelated all aspects of the production including selection of manufacturing methods & fabrication
• Preparation and documentation of inspection and material reports
• Assured the production and quality of the product was met
• Assembled and executed the weekly production plans

Feb 2019 – Feb 2020 · 1 yr · Thrissur, Kerala, India

• Hands of experience in Heat Treatment of ferrous and non-ferrous metals (Aerospace & Non-
• Aerospace materials)
• Directly involved in the development of forgings for mission critical customers like VSSC,LPSC,
• BrahMos, DRDL etc.
• Gained good experience in destructive testing and hardness testing of forged components as well
• as raw materials.
• Good knowledge of International Standards (AMS,ASTM etc.)
• Managed shop floor, labour and production
• Experienced in cost evaluation, Furnace capacity calculations, Furnace calibration and
• maintenance

Dec 2018 – Jan 2019 · 1 mo · Gujarat, India

• Attended shutdowns at Reliance Hazira and Jamnagar refineries
• Experience in conducting Dry penetrant testing , Ultrasonic testing, Magnetic Particle
• testing on welded surfaces
• Preparing inspection reports