Deepayan Banerjee

WORK HISTORY

EDUCATION

ABOUT DEEPAYAN BANERJEE

Motivated, inquisitive professional with experience in Data Science, Data Visualization, GenAI, LLM, Machine Learning, Deep Learning, Computer Vision, AI, NLP-Expertise on the complete ML pipeline from ETL, Data Engineering, Processing, Handling Outliers, EDA, Inferential Statistics, Feature Engineering, Model Training, Cross Validation, Hyper tuning, optimization, Testing and validation, Deployment-Familiar with different ML algorithms either classification or regression or clustering and Optimization techniques-Familiar with different deployment process i.e. Cloud Deployment, Hosting in VM using Flask or Django, Hosting in webapp and Hosting in different tools like Tableau, Power BI and Qliksense server-Deep Learning, Computer Vision enthusiast with exposure to Tensorflow, Keras, OpenCV, Cuda-Developed Machine Learning Algorithms to predict process time for different End of line Test Bench in the Factory which increased efficiency by 10% and reduced cost and time-Developed ML Classification problems to detect fault and downtime in car and machine respectively which enabled 100% reduce of rework-Developed Computer Vision solutions Vehicle detection and tracking, vehicle lane detection for self driving cars, gesture recognition-Automated the whole rework capacity planning in factory to reduce 100% manual work-Ready to help or mentor others(from other background) to drive towards Data science and make them understand the concept of ML & AI-Quick Learner, good researcher, keen to explore new technologies-Effective communicator with strong technical, logical and analytical skills.