Abhay Bankar

Managed student loans data for a US-based client, leveraging ML models to enhance loan underwriting and increased revenue by 12%. Identified key performance indicators (KPIs) and developed a dashboard for real-time monitoring of business performance. Streamlined efficiency by automating Excel report generation and uploading to Google Drive using R. Delivered weekly data analytics on Loan Performance in HTML/PDF format generated via R, while also conducting ad-hoc data analysis to meet client needs. Monitored production scripts, Cron schedules, and client queries to ensure seamless operations. Engineered a resume parsing and recommendation platform employing generative AI, transforming resumes into structured formats to streamline HR processes and leveraged generative AI to efficiently craft and refine job descriptions. Significantly boosted candidate hiring efficiency by a 20% through innovative AI-driven methodologies. Demonstrated adeptness in managing hallucinations and swiftly moderating prompts, ensuring smooth operations. Developed an automated document generation application for a prominent pharmaceutical company in India. Achieved a notable 90% reduction in document creation time, meeting client expectations. Fine-tuned models to achieve desired output as well as created chatbot to interact with financial documents, employing Langchain framework and advanced RAG approaches.

The objective is to extract valuable insights from disease-related data through the application of deep learning and machine learning methodologies. Attained a remarkable 95% accuracy rate through the implementation of TensorFlow and Keras in R for a text classification challenge. Proficiently execute NLP tasks such Text Classification and Named Entity Recognition. Oversee laboratory operations and support the professor with extracurricular initiatives.