Debjit Ghosh

FAQ About Debjit Ghosh

• What is Debjit Ghosh's address?

  Debjit Ghosh is located at
  Bengaluru, Karnataka, India

• What is Debjit Ghosh's job title?

  Debjit Ghosh is a
  Actively looking for hands-on opportunities in Data Science and Predictive Analytics (Machine Learning, Deep Learning). Please connect if you have relevant openings in your organization. Thank you for your time and consideration! Debjit has 5+ years of work experience in Data Science and Predictive Modeling, across FinTech, CPG and Retail space. Expertise in managing end-to-end ML model lifecycle. Tools familiar with: ✅ Languages - Python, R ✅ Databases - SQL ✅ DL Frameworks - Keras, TensorFlow, PyTorch ✅ Big Data - PySpark, Hive ✅ Cloud computing - Azure Databricks, GCP ✅ Experiment Tracking - MLflow ✅ Other tools - Bash, Git ✅ App Framework - Streamlit Strengths: ✅ Data Science Enthusiast ✅ Data Scientist ✅ Analytics Coder ✅ Problem Solver ✅ Individual Contributor ✅ Team Player, Collaboration ✅ Leadership skills - Ownership, Thought Leadership, Mentorship Expertise in the following areas: ▪️ EDA, Descriptive Analytics ▪️ Inferential Statistics ▪️ Data Analysis ▪️ Data Visualization ▪️ Predictive Modeling ▪️ Predictive Analytics ▪️ Supervised Learning ▪️ Unsupervised Learning ▪️ Machine Learning (ML) ▪️ Deep Learning (DL) ▪️ Artificial Intelligence ▪️ End-to-end Model Lifecycle ▪️ Data Preprocessing, Missing Value Imputation, Outlier Treatment ▪️ Feature Engineering ▪️ Feature Selection ▪️ Hyperparameter tuning (Grid Search, Randomized Search, Bayesian Optimization) ▪️ Cross-Validation (K-fold, Stratified K-fold) ▪️ Model Validation ▪️ Model Deployment, Model Implementation ▪️ Model Documentation, Governance ▪️ Model Monitoring/ Tracking ▪️ Model Explainability, Explainable AI (SHAP) ▪️ Prescriptive Analytics Statistical Techniques/ ML Algorithms familiar with: ▪️ Linear Regression ▪️ Logistic Regression ▪️ Lasso, Ridge and Elastic Net ▪️ Support Vector Machine (SVM) ▪️ Decision Tree ▪️ Bagging, Random Forest ▪️ Boosting (AdaBoost, GBM, XGBoost, LightGBM) ▪️ Neural Networks (Multi-Layer Perceptron) - Shallow/ Deep Neural Networks ▪️ Clustering (k-Means, Hierarchical clustering) ▪️ Dimensionality Reduction (PCA) ▪️ Autoencoders ▪️ Time Series Forecasting ▪️ Evolutionary Computation techniques ▪️ Natural Language Processing (NLP) Walmart Global Tech

• What industry does Debjit Ghosh currently work in?

  Debjit Ghosh currently works in the
  Walmart Global Tech

• What is Debjit Ghosh's area of expertise?

  Debjit Ghosh specializes in
  Actively looking for hands-on opportunities in Data Science and Predictive Analytics (Machine Learning, Deep Learning). Please connect if you have relevant openings in your organization. Thank you for your time and consideration! Debjit has 5+ years of work experience in Data Science and Predictive Modeling, across FinTech, CPG and Retail space. Expertise in managing end-to-end ML model lifecycle. Tools familiar with: ✅ Languages - Python, R ✅ Databases - SQL ✅ DL Frameworks - Keras, TensorFlow, PyTorch ✅ Big Data - PySpark, Hive ✅ Cloud computing - Azure Databricks, GCP ✅ Experiment Tracking - MLflow ✅ Other tools - Bash, Git ✅ App Framework - Streamlit Strengths: ✅ Data Science Enthusiast ✅ Data Scientist ✅ Analytics Coder ✅ Problem Solver ✅ Individual Contributor ✅ Team Player, Collaboration ✅ Leadership skills - Ownership, Thought Leadership, Mentorship Expertise in the following areas: ▪️ EDA, Descriptive Analytics ▪️ Inferential Statistics ▪️ Data Analysis ▪️ Data Visualization ▪️ Predictive Modeling ▪️ Predictive Analytics ▪️ Supervised Learning ▪️ Unsupervised Learning ▪️ Machine Learning (ML) ▪️ Deep Learning (DL) ▪️ Artificial Intelligence ▪️ End-to-end Model Lifecycle ▪️ Data Preprocessing, Missing Value Imputation, Outlier Treatment ▪️ Feature Engineering ▪️ Feature Selection ▪️ Hyperparameter tuning (Grid Search, Randomized Search, Bayesian Optimization) ▪️ Cross-Validation (K-fold, Stratified K-fold) ▪️ Model Validation ▪️ Model Deployment, Model Implementation ▪️ Model Documentation, Governance ▪️ Model Monitoring/ Tracking ▪️ Model Explainability, Explainable AI (SHAP) ▪️ Prescriptive Analytics Statistical Techniques/ ML Algorithms familiar with: ▪️ Linear Regression ▪️ Logistic Regression ▪️ Lasso, Ridge and Elastic Net ▪️ Support Vector Machine (SVM) ▪️ Decision Tree ▪️ Bagging, Random Forest ▪️ Boosting (AdaBoost, GBM, XGBoost, LightGBM) ▪️ Neural Networks (Multi-Layer Perceptron) - Shallow/ Deep Neural Networks ▪️ Clustering (k-Means, Hierarchical clustering) ▪️ Dimensionality Reduction (PCA) ▪️ Autoencoders ▪️ Time Series Forecasting ▪️ Evolutionary Computation techniques ▪️ Natural Language Processing (NLP)

• Which languages does Debjit Ghosh speak? 

  Debjit Ghosh speaks the following languages:
  No languages available.

• Which industries has Debjit Ghosh previously worked in?   

  Debjit Ghosh has prior experience in the following industries:
  Fractal , American Express , American Express , Kabbage , Chegg , Ideal Analytics Solutions , Academia

• What is Debjit Ghosh’s work experience?  

  Debjit Ghosh has the following professional experience:
  Walmart Global Tech , Fractal , American Express , American Express , Kabbage , Chegg , Ideal Analytics Solutions , Academia .

• How can I find Debjit Ghosh on LinkedIn?  

  You can view Debjit Ghosh’s
  LinkedIn profile at LinkedIn URL.

• What are Debjit Ghosh’s work email addresses?  

  Debjit Ghosh’s work email addresses are
  [email protected] .

• What company does Debjit Ghosh work for?  

  Debjit Ghosh works at
  Walmart Global Tech