Vikash Poddar Email & Phone Number

Kolkata, Wb, In

• Classification of text with respect to profanity, discrimination and threat with help of different statistical models, Machine Learning models.• Extraction of keywords, entities and information from clusters obtained with named entity recognition, entity-keyword extraction.• Classification of Documents of multiple domains with Deep Learning techniques (CNN, Sequence models, RNN, LSTM).• OCR performed on scanned documents, images etc. to extract data to perform content analysis.• Develop Online Exam Surveillance System(Face Detection, Face Recognition, Eye Pupil Tracking, Movement Tracking)• Experience working in NLP projects like Text classification, Named Entity Recognition, chatbots where I applied machine learning and deep learning based architectures to build the system.• Enhanced my skills after working with libraries such as Sklearn, Numpy, Pandas, Matplotlib for Data Visualization, Keras, Tensorflow.• Built a Movie Recommendation System using Content Based Filtering Technique• Model is based on Term Frequency and Inverse Document Frequency Technique• Developed a Machine Learning model using Machine Learning Algorithm ,which is capable of detecting different diseases• Build and Train Model using Logistic Regression ,Random Forest Algorithm• Developed a model for object detection, recognition, and localization based on the YOLO algorithm and OpenCV• Practical experience with working on multiple environments like development, testing, production (Apache2). Excellent analytical and problem-solving skills and ability to work on own besides being valuable and contributing team player.• Developed web-based applications using Python framework like Django/Flask/FastAPI in backend and CSS, HTML, JavaScript, Bootstrap and jQuery in frontend using Jinja template.• Experience in writing Sub Queries, Stored Procedures, Triggers, Cursors, and Functions on MySQL database• Developed, maintenance and automated Test cases for Web application (Selenium, UiPath).