Experience

MyWays - Dehli

Machine Learning Trainee (Aug '21 - Nov '21)

•Explored Different Recommendation systems like content, collaborative filtering made the models from scratch and used in different kind of data, analyze different data output where the wrong parts were happening fixed those for good accuracy
•Asked minimum question to each user so they won’t get bored, predict the right pathway and the content depends on answers

Centre for Development of Advanced Computing - Kolkata

Research Intern (Apr '21 - Aug '21)

•Explored some Security methodologies to check an URL is phishing or not, then build a Machine Learning Model for that, If the URL belongs to a Google Form it’ll Scrap and will show the information is asking there and analysis those are safe or not with that there is another section for email id checking where user can put a random email id and the model will check 3 things that particular email id exists ?, is it in a black list?, Match the DNs
• Developed a process where a user can send a twitter id and the model will scrap first 100tweets and take URLs from the tweets and expand each URL then predict those URLs are Safe or not and if any google form found then same as above
• For analyzing the text made a manual dataset on different ads and analyze which ads are influencing people in which way so, developed a transformer model ‘Bert-base-uncased’ for the model to classify those texts, got 97% accuracy within that small data, made a confidence model that will show in which prediction the model is more confident, stored near about 50k data took those confident prediction used to build a stronger dataset then apply the model and got near about 92% accuracy.

hello ML - Bengaluru

Machine Learning Content Developer (Feb ’21 – May ’21)

• Developed a GAN Model to generate synthetic images, explored some papers SimCLR, BYOL and wrote articles about this topics
• Explored and wrote articles about Semi-supervised learning, Image Classification, Error Analysis, LSTM etc

Youth India Foundation

Web Developer (Aug ’20 – Sep ’20)

Developed an E-Commerce app for the NGO, being the Group head of the team gives me experience in managing people