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Ayush Agarwal

Senior Product Manager at Kuku

Uttar Pradesh

5+ years of work experience

Kuku
Oct 20261 moPresent

Mumbai

AuxoAI
May 20266 mosOct 2026

Decimal Point Analytics
Oct 20246 mosMar 2025

On-site

- Spearheaded development of LLM and NLP-powered data analyzer chatbot utilizing OpenAI GPT-4, achieving 95% accuracy in Excel and SQL query processing for financial sector clients - Led AI initiatives in healthcare, focusing on transformer model pre-training (BERT, ModernBERT, Llama 3, Mistral) for patient readmission prediction - Engineered advanced prompt engineering solutions incorporating query phrase extraction, semantic matching, and few-shot learning with BERT embeddings, resulting in enhanced data analysis accuracy - Reduced dashboard creation and analysis time by 99% through implementation of natural language to dashboard conversion capabilities - Developed computer vision pipeline for car insurance claim automation, using image segmentation, classification and object detection techniques - Optimized model performance through fine-tuning of Llama 2 (7B/13B) using QLoRA, Accelerate, and TRL, achieving 93% accuracy in financial data extraction - Led process automation initiatives using ML, DL, and LLM technologies, reducing manual effort by 20-70% across teams and improving team efficiency by 80%
Decimal Point Analytics
Jul 20222 yrs 3 mosSep 2024

Mumbai, Maharashtra, India

Oct 20209 mosJun 2021

Jul 20191 yr 4 mosOct 2020

Rupnagar, Punjab, India

Education

Indian School of Business

Indian School of Business

20251 yr2026
Indian Institute of Technology, Ropar

Bachelor of Technology - BTech, Mechanical Engineering with Minor in CSE

Indian Institute of Technology, Ropar

20184 yrs2022

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Ayush Agarwal on Tal

Headline

Senior Product Manager at Kuku

Location

Uttar Pradesh

Work experience

Senior Product Manager at Kuku, Oct 2026 - Present · 1 mo, Mumbai

AI Strategy Consultant at AuxoAI, May 2026 - Oct 2026 · 6 mos

Senior Data Scientist at Decimal Point Analytics, Oct 2024 - Mar 2025 · 6 mos, On-site, - Spearheaded development of LLM and NLP-powered data analyzer chatbot utilizing OpenAI GPT-4, achieving 95% accuracy in Excel and SQL query processing for financial sector clients - Led AI initiatives in healthcare, focusing on transformer model pre-training (BERT, ModernBERT, Llama 3, Mistral) for patient readmission prediction - Engineered advanced prompt engineering solutions incorporating query phrase extraction, semantic matching, and few-shot learning with BERT embeddings, resulting in enhanced data analysis accuracy - Reduced dashboard creation and analysis time by 99% through implementation of natural language to dashboard conversion capabilities - Developed computer vision pipeline for car insurance claim automation, using image segmentation, classification and object detection techniques - Optimized model performance through fine-tuning of Llama 2 (7B/13B) using QLoRA, Accelerate, and TRL, achieving 93% accuracy in financial data extraction - Led process automation initiatives using ML, DL, and LLM technologies, reducing manual effort by 20-70% across teams and improving team efficiency by 80%

Data Scientist at Decimal Point Analytics, Jul 2022 - Sep 2024 · 2 yrs 3 mos, Mumbai, Maharashtra, India

Mentor at Computer Integrated Manufacturing Club IIT Ropar, Oct 2020 - Jun 2021 · 9 mos

Coordinator at Computer Integrated Manufacturing Club IIT Ropar, Jul 2019 - Oct 2020 · 1 yr 4 mos, Rupnagar, Punjab, India

Education

Indian School of Business

Bachelor of Technology - BTech, Mechanical Engineering with Minor in CSE, Indian Institute of Technology, Ropar

Ayush Agarwal - Senior Product Manager in Uttar Pradesh | Tal