Alok Kumar

Bachelor's

Computer Science

Edward Jones Data Scientist

- Engineered optimized predictive statistical models for customer recommendations and churn analysis using classification - Developed predictive models using machine learning algorithms, including Deep Learning with TensorFlow and Keras, to forecast portfolio performance and assess investment risks, resulting in a 15% improvement in portfolio returns - Implemented Natural Language Processing (NLP) to analyze financial news and social media sentiment, leveraging Large - Language Models (LLMs) and Retrieval-Augmented Generation (RAG) for enhanced market trend predictions - Designed and implemented ETL pipelines to automate the extraction, transformation, and loading of financial data from multiple - Utilized advanced data analytics and preprocessing techniques in SQL, Python (Pandas, NumPy) to clean and prepare historical - Designed interactive dashboards with Tableau, integrating data from various sources, including Azure (Databricks, Data Lake