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madhurima-nath/README.md

Madhurima Nath

LinkedIn    Google Scholar    Portfolio    CV    Medium

👋 About

I work as a senior consultant at Slalom, Inc., in the AI vertical of the Databricks Center of Excellence — a specialist practice group within the firm. I specialise in NLP and data engineering, developing and deploying AI/ML solutions on cloud platforms for clients.

Prior to Slalom, I worked on algorithms to analyse complex interacting systems. I graduated with a PhD in computational physics from Virginia Tech in December 2018, where I worked on Application of Network Reliability to Analyze Diffusive Processes on Graph Dynamical Systems with Prof. Stephen Eubank.

🤖 AI, GenAI & ML

Question-answering systems, AI engineering on Databricks, chatbot applications, and text analytics, across financial services, healthcare, energy, and consumer goods. NLP LLM Databricks Cloud (AWS/Azure/GCP)

Detail: industry & consulting page

🛠️ Data Engineering

Data lake and warehouse implementations, predictive maintenance analytics, and large-scale data migrations, across healthcare, telecommunications, and nonprofit clients. Snowflake Databricks Data Pipelines Cloud (AWS/Azure/GCP)

Detail: industry & consulting page

🔬 Research

Moore–Shannon network reliability applied to epidemic spread and food trade contagion, using perturbative expansions and Bernstein basis interpolation to approximate the reliability polynomial for large graphs, where exact computation is intractable.

Detail: research page

✨ Beyond Work

  • Physics Instructor and Graduate Teaching Assistant at Virginia Tech, USA
  • Conference speaker and peer reviewer (NeurIPS, ICML, Physical Review E)
  • Hiked 25+ national parks across the US, with plenty of wildlife sightings along the way

Detail: teaching page · outreach page

Pinned Loading

  1. databricks-ai-automated-pipeline databricks-ai-automated-pipeline Public

    working demo for data migration fro SAS to databricks

    Python

  2. nlp_fuzzy_match_algorithms nlp_fuzzy_match_algorithms Public archive

    Jupyter Notebook 24 16

  3. topicModeling topicModeling Public archive

    contains notebooks on topic modeling, spark and pandas implementation

    Jupyter Notebook 3 1

  4. regression_and_predictions regression_and_predictions Public archive

    HTML 3 3