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Hi, I am Shruti Misra

Data Scientist, Aimpoint Digital

Hi, I'm a Data Scientist specializing in agentic and generative AI systems. I focus on building scalable, evaluation-driven solutions for enterprise applications, spanning the full AI lifecycle. My work includes designing and deploying Retrieval-Augmented Generation (RAG) pipelines with LangGraph, as well as architecting Compound AI systems using LangChain—integrating capabilities like dynamic routing, text-to-SQL, geospatial reasoning, and external API orchestration. I’ve developed custom evaluation frameworks for benchmarking agentic workflows in both offline and online settings, enabling continuous performance monitoring and iterative optimization. I hold a Ph.D. in Electrical and Computer Engineering with a specialization in Data Science from the University of Washington, and I’m certified in both Databricks and Snowflake. ​

Projects

Sparse Transformer on FPGA

Microsoft internship project where I developed and assessed the feasibility of sparse computations for BERT run of FPGAs

  • Python
  • ModelSim

Interpretable AI-Decision Trees

In this project, I assessed the interpretability of decision trees by using them to predict whether a patient has diabetes based on their profile.

  • Python
  • Sklearn

Predicting Breast Cancer in a Timely Manner

This project was part of the Women in Data Science (WiDS) Datathon 2024, where I competed in a team of two other people. The goal was to predict whether a patient would receive their cancer diagnosis within 90 days. Our best model's diagnosis time accuracy was 79.3% as compared to 80.1% of the winning model

  • Python
  • Sklearn

Visualizing Inflation in the U.S.

My team and I developed an interactive visualization using Python and Altair to let users explore inflation patterns

  • Python
  • Altair

Blogs

Inventory Management Made Easy Using AI/BI Genie

An AI-powered inventory management solution using BI Genie to automate stock forecasting and streamline supply chain decisions.

  • Databricks
  • Text2SQL
  • Business Intelligence

Accelerating Financial Data Analysis Using Snowflake's Cortex Analyst

Leveraging Snowflake Cortex Analyst to accelerate financial data analysis through natural language queries and AI-driven insights.

  • Snowflake
  • Text2SQL
  • Financial Analysis

Leveraging Snowflake's Cortex Search to Build RAG Systems

Exploring how Snowflake Cortex Search enables scalable Retrieval-Augmented Generation (RAG) systems for enterprise-grade semantic search and LLM workflows.

  • Snowflake
  • Retrieval Augmented Generation (RAG)

Platforms & Tools

Technical Skills

Frameworks & Libraries

Contact

Email me