A dedicated Data Scientist with experience in developing and deploying advanced machine learning models. Proficient in deep learning frameworks like YOLO and LSTM, and skilled in NLP techniques such as tokenization and TF-IDF. Expertise includes object recognition, text extraction using Azure OCR, and building insightful analytical dashboards using open-source resources.
Experience
Object Recognition (Data Scientist)
Shelfperks India Pvt Ltd
Extracted text and description for images given using Azure OCR model. Developed a pre trained YOLO model for shelf product recognition. Connected the google cloud bucket to access and export the images.
Analytics Dashboard (Data Scientist)
Shelfperks India Pvt Ltd
Built insightful dashboard from scratch to track core metrics and business insights using open source resources. Collaborated with deployment team to Containerize package.
Product Standardization (Data Scientist)
Shelfperks India Pvt Ltd
Trained Recurrent neural network LSTM model to map product names to its type of business. Employed essential text pre-processing techniques such as text cleaning, lemmatization, stop word removal and tokenization. Experimented with multiple superwised and unsupervised algorithms such as Xgboost, Clustering, TF-IDF method. Collaborated with deployment team to Containerize package.
Data Science Trainee and Intern
AlmaBetter
Developed an XGBoost binary classification model to predict whether the customer will default on loan. Performed missing value imputation using KNN-Imputer, implemented SMOTE boosting. Visualized model predictions leveraging the concept of SHAP plots to come up with the best explanation for model predictions.
Education
Visvesvaraya Technological University
Specialization
Data Science
B.E.
ECE