Nitheeswaran B

Passionate and driven machine learning professional with over 2+ years of hands-on experience. Lifelong learner committed to leveraging AI to tackle intricate challenges and drive impactful solutions in the field of machine learning

• Introduction to Statistics, Coursera, 2022, https://coursera.org/share/9d9aef0aa974125b3db3da5b1cd90393
• Python E-Certification, GUVI, 2020, https://www.guvi.in/share-certificate/9214D325W2FR97KM53

1. Customer Whitespace

• Engineered a deduplication algorithm using Apache Spark to eliminate redundant data in extensive customer datasets, applying diverse business logic.
• Conducted thorough analysis to uncover whitespace opportunities for diverse clientele, identifying nearly 5% untapped potential for each client relative to competitors and providing actionable recommendations for market optimization.

2. Document Analysis using LLMs

• Implemented a Document-based Question Answering Bot as a Proof of Concept (PoC) using Langchain and Streamlit, integrating Open Source LLMs to modernize chatbots' functionalities, contributing to organizational innovation.
• Utilized LLMs to extract essential data from clients' Purchase Orders, resulting in a significant 20% reduction in report generation manpower
• currently focusing on developing an LLM-based solution to streamline Natural Language queries into SQL queries, aiming to enhance operational efficiency

3. Retail Product Recommendation Engine

• Contributed to refining the inference component of the product recommendation engine, employing diverse business logic to accurately propose optimal product quantities, resulting in a 30% increase in client sales.
• Enhanced engine precision through machine learning-driven outlier detection techniques and introducing additional features
• Tailored functionalities to align with specific customer requirements, ensuring personalized solutions to meet individual business needs.