Sonal Sinha
Model Risk Analyst @ JPMorgan Chase & Co. | AI/ML, Model Validation & Governance | IIT Madras
- Role
- Model Risk Analyst at JPMorganChase
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Sonal Sinha
Passionate about revolutionizing industries with AI and data science, I’m an MTech graduate from IIT Madras and an AI Consultant at SoftAge AI. I specialize in machine learning, Generative AI, and Quantitative modeling, crafting scalable solutions using Python, PyTorch, LangChain, and FastAPI for finance, healthcare, and aerospace.My projects deliver impact: I developed a Financial Assistant AI powered by Llama 90B and RAG for real-time financial literacy, built a AutoEDA application reducing EDA time by 60%, and created a VR rehabilitation system improving patient engagement by 40%. My work on Credit risk models and Stock predictions using XGBoost, Time Series Analytics and LSTM has enhanced financial decision-making.Certified by IBM (Gen AI, RAG Systems), Google (Data Analytics), and McKinsey, I excel in Prompt engineering, Cloud computing, and Data analytics. My open-source contributions on GitHub and Kaggle reflect my commitment to AI innovation. Let’s connect to explore how I can drive value as an AI/ML Engineer, Data Scientist, or Quant Analyst!
Experience
Model Risk Analyst
Jan 2026 — Present
Education
Indian Institute of Technology, Madras
Master's degree, Biomedical/Medical Engineering
National Institute of Technology Rourkela
Bachelor of Technology, Biomedical/Medical Engineering
2016 — 2020
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