Chaitanya Bhatt Email & Phone Number

Lucknow, Up, In

Building an Organizational Gender Equality Assessment Functionality using Machine Learning•Gathered generic employee review data and women centric employee review data from various online resources•Employed KeyBERT keyword extraction method on women centric employee reviews and filtered out irrelevant data•Computed VADER Sentiment Score and performed SEAF Survey Vector Tagging to calculate final vector scores•Recommended a prioritized list Intelligently Automated Suggested Actions based on the final vector scores

Database Schema Design and OCR Creation•Defined various data structures required for the application and further constructed the Entity Relation Model•Set up the corresponding JavaScript Mongoose Database Schema for the entities defined in the relation model•Implemented Contouring and Structural Kernels in OpenCV to detect ROIs in the Passport ID•Utilized the Tesseract OCR Engine to extract text from the ROIs and developed a python script to decode the MRZ code

Mumbai, Maharashtra, India

Sales Forecasting and Incident Prediction using Natural Language Processing•Used data visualization tools to generate insights and performed feature engineering for the forecasting models•Identified the anomalies in the data using One Class SVM and replaced them using Backfill Interpolation•Used stacked predictions from LSTM and ARIMA models as final forecast and obtained an average RMSE of 233.42•Employed Word Mover's Distance methodology on the generated Glove word embeddings to find similarity among texts•Deployed the aforementioned method to map the types of probable incidents to the locations using safety audit details