Mayank Kumar

Senior Data Scientist

• Job Details:Smart Underwriter for HSBC Canara Life Insurance – built a globally interpretable risk assessment model with 8 subscale models for underwriting decisions using proposal form, medical, and financial data. Delivered automated approval/rejection outcomes with clear risk visualization and interpretable outputs. Improved underwriter efficiency by 30%, reduced turnaround time by 45%, and cut operational costs by $2m annually. Image selection for Aditya Birla Capital – developed an image retrieval system using Google Vision API for OCR and Gemini 1.5 Pro to extract metadata and create embeddings, stored in Google vector search for optimized indexing. Used LLM models to process user prompts and fetch the most relevant image from thousands of images stored in the GCS bucket, improving accuracy through RAG-based retrieval. Campaign image generation for Aditya Birla Capital – built a system using Stable Diffusion 3.5 large turbo and Azure OpenAI to create event-based images tailored to customer segments in mutual funds, health insurance, and pension funds.

Data Scientist

• Job Details:Developed a NLP-based system to analyze thousands of Indian court judgments, identifying key case points, applicable laws, and assessing evidence strength, winning chances, and limitations of acts/laws. Developed a conversational chatbot for the organization considering the legal aspect in mind.