Vishal Pandey

Background

About Vishal Pandey

An enthusiastic Data Science professional experienced in leveraging Machine Learning and Deep Learning capabilities majorly in utility and automotive sector to help the digitalization of clients business. Prior to joining data science field, worked extensively as Data Analyst. Projects handled recently using Machine learning and Deep Learning capabilities: 1. Spearheaded the development of an API based system to detect safety gears (PPE kits) from images reducing manual validation significantly (Nokia Project). Development and deployment of an API-based system to extract data using Tesseract OCR from purchase order PDFs and use MySQL database as storage (Nokia Project). Developed an API to convert names into Phonemes for Lip-syncing b/w video and audio (True-fan Project). Work activities of latest projects: 1. Understanding Business scope, problem statement and data gathering from client. Data cleaning, preparation and visualization activities. Steady state data extraction from raw sensor data. Soft sensor feature extraction from direct sensor tags and automating the extraction process. Creating Pipelines for Data Preprocessing activities. Feature Engineering, Feature selection, Machine learning and Deep learning Model building activities. Evaluating and improving model performance by fine tuning hyperparameters. Creating Pipelines for Model building and Prediction activities. Explaining Data insights/pattern, AI model results and interpretation to Business stakeholders. Supporting deployment of ML models, Performance Monitoring and Re-training activities. Skills: Amazon Web Services (AWS), Python, SQL, Neural Networks, Computer Vision, Scikit-learn, Pandas, Numpy, Matplotlib, Seaborn, Plotly, Tensorflow, Keras, Machine Learning, Deep Learning, Dockerization.