■ 2+ years of Academic and Research experience in Machine Learning and Deep Learning Algorithms, Feature Engineering, Hyperparameter tuning, Analytics, Visualization and Image Processing. Experience with linear and logistic regression, Clustering, Neural networks, Dimensionality reduction. ■ Demonstrated academic experience with implementing Supervised and Unsupervised ML and DL models for Natural Language Processing, Image recognition, predictive modelling, and Time-series data. Well versed in descriptive statistics and A/B testing. ■ Knowledge of Restful API, containerization, machine learning operations /deployment in AWS. SKILLS Languages & Frameworks: Python, SQL, C++, TensorFlow, Keras, FastAPI, MLflow, Scikit-learn, NodeJS, React.js, Docker Tools & Libraries: Git, Pandas, NumPy, Matplotlib, Seaborn, NLTK, Gensim, Alibi-detect, Hyperopt, Optuna, OpenCV Cloud: AWS S3, EC2, Lambda, Sagemaker