Sandipan Mondal

Sandipan Mondal

Data Scientist Intern
India

About Me

Data scientist with experience in machine learning, deep learning, NLP, and end-to-end model deployment. Worked on data preprocessing, exploratory data analysis, predictive modeling, and CI/CD deployment using tools such…

Experience

Data Scientist Intern

Advertyzment
Sep 2022 - Present · 3 years 9 months

Conducted exploratory data analysis on customer behavior data using Python,
SQL, and data visualization tools such as Power BI.
Developed predictive models using machine learning algorithms such as decision
trees and logistic regression, k-nearest neighbors, etc

Sentiment analysis of Amazon product reviews using web scraping for collecting
data and using Lemmatization, Vectorization, TF-IDF etc for data preprocessing
and end to end CI/CD deployment in the AWS for this classification prediction.
Real-time face recognition systems for students are Designed and implemented
features such as identity verification and real-time attendance tracking using
deep learning frameworks like Open CV and TensorFlow.
Developed an efficient database system for real-time storage and retrieval of
attendance records.

Data Scientist Intern

Advertyzement
Feb 2023 - Aug 2023 · 6 months

Sentiment analysis of Amazon product reviews using web scraping for collecting data.
Used lemmatization, vectorization, and TF-IDF for data preprocessing.
Performed end-to-end CI/CD deployment in AWS for classification prediction.
Designed and implemented real-time face recognition systems for students.
Implemented identity verification and real-time attendance tracking using OpenCV and TensorFlow.
Developed an efficient database system for real-time storage and retrieval of attendance records.

Data Scientist Intern

Intellipaat
Aug 2022 - Jan 2023 · 5 months

Conducted exploratory data analysis on customer behavior data using Python, SQL, and Power BI.
Developed predictive models using decision trees, logistic regression, and k-nearest neighbors.
Deployed machine learning models.

Skills

Excel Python SQL Database Data Science OpenCV TensorFlow Data Analysis Skills Deep Learning Machine Learning Natural Language Processing Missing values Outliers Univariate Analysis Bi-Variate Analysis Sampling Bootstrap Cross Validation Hypothesis Testing Data Preprocessing Machine Learning Algorithms Feature Engineering PCA Dimensionality Reduction Model Evaluation Data Visualization Linear Algebra Calculus Probability Linear Regression Logistic Regression Decision Trees Random Forest SVM KNN Naive Bayes Gradient Boosting XGBoost LightGBM K-Means Clustering Hierarchical Clustering DBSCAN Model Selection Model Tuning CI/CD Deployment ANN CNN RNN TensorFlow Keras Loss Functions Back propagation Transfer Learning Hyperparameter Tuning Text Processing Word Embeddings Sequence-to-Sequence Models LSTM BERT
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