Darshak Ramani
Data Scientist Ii @John Lewis & Partners
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WORK HISTORY
Data Scientist Ii @John Lewis & Partners
London, GB
EDUCATION
University of Toronto
Deep learning
Dharmsinh Desai University
Bachelor of Technology - BTech
University of Windsor
Master of Engineering - MEng
University of Toronto
Machine learning
SKILLS
ABOUT DARSHAK RAMANI
Over 5 years of Cumulative experience as Data Scientist and Data Engineer, with Strong foundational knowledge in statistics, mathematics, machine learning & cloud computing. Built Personalized Recommender System for Retail Platform and deployed using AWS cloud using AWS Sagemaker, pytorch. Delivered Data Lakehouse Solutions as Data Engineer to Wealth Management firms using Azure, Databricks, Pyspark. Extensive Experience working with ML libraries and Frameworks Sklearn, Pytorch, TensorFlow, keras; languages Python, SQL, Pyspark, Scala, Java and C++ & Data Lakehouse platforms Databricks, EMR, Redshift, Snowflake. Hands on Experience with training on pretrained neural networks for computer vision, deploying model as micros service using container orchestration tools using Kubernetes, EKS, AKS. Expertise on Generative AI with LLM and agentic RAG. Also Possess hands on experience with NLP framework to vectorize descriptive features using LDA, word2vec models. Proficient in creating ML models LDA, Naive Bayes, Random Forests, Decision Trees, XG boost, Linear and Logistic Regression, SVM, Clustering, neural networks, PCA, KNN, kmeans. Experience working in cross collaborative environment with other Data Scientist, Data Engineer, ML Engineer, Data Architect, SDLC team, Business team and other stakeholders.
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