Adya Mittal

Designed and deployed end-to-end data and machine learning pipelines on Databricks, using Python, LLM APIs, and deep learning techniques to extract structured information from unstructured insurance contracts with over 95% accuracy, populating a production database across 12k+ documents. Built an AI chatbot to allow users to interact with data. Deliver end-to-end Azure-based data science solutions across health, finance, and insurance domains, ensuring scalable pipelines and reliable deployment.

Conducted risk assessments on institutional clients using structured analysis, OSINT research, and anomaly detection to flag irregular patterns and escalate high-risk cases to global compliance teams. Awarded “Spotlight Award” for delivering a critical risk evaluation on a multi-million-dollar deal under aggressive regulatory and commercial deadlines, coordinating directly with senior stakeholders

Identified process inefficiencies through root-cause analysis of manual bottlenecks and collaborated with internal tech teams to propose targeted improvements and automation opportunities projected to increase efficiency by ~30%

Core: DL, ML, Graph Analytics, Inference, Time Series, Causal Inference, GLM. Key projects: Graph Learning: Benchmarked GNNs vs Kernels for HIV (PyTorch). Proved kernels (75% AUC) match GNNs (77%) with better interpretability. GenAI/NLP: Built viral prediction pipeline for X vs Bluesky using DistilBERT; identified engagement drivers. Climate DL: Developed and compared Earthformer, VAE, ConvLSTM models to forecast drought trends using ERA5 and SPEI data

Economics: Econometrics, Micro & Macroeconomics (Intermediate to Advanced), Development Economics, Indian Economy (Performance & Policies). Statistics: Statistical Inference, Sampling Theory, Probability Theory, Design of Experiments, Industrial Statistics (SQC), Operations Research, Discrete & Continuous Distributions. Mathematics: Real & Complex Analysis, Linear Algebra, Differential Equations, Calculus (Multivariate), Numerical Methods, Abstract Algebra (Groups, Rings, Fields).