Hi, I’m Kedar Dabhadkar
I am a Microsoft-certified data scientist with over five years of experience in statistical data analysis, engineering and machine learning. I’m also a Databricks-certified data engineer. I work in the Equipment Intelligence group at Lam Research. I also independently research LLM-based applications and machine learning for environmental monitoring.
I built and maintain Fast Dash, an open-source Python library, that transforms Python functions into interactive web applications. I am also an amateur drummer.Selected public projects
Fast Dash | Transform Python functions into interactive web applications
Lighthouse AI | LLM-based knowledge retrieval tool
Knowledge base explorer | Highlighted on Plotly’s top generative AI example applications
Water quality using Landsat satellites | WaterSciCon 2024 organized by AGU and CUAHSI
Five things I read recently
| Date | Title |
|---|---|
| Jul 19, 2025 | Context Engineering for AI Agents: Lessons from Building Manus |
| Jul 19, 2025 | LFM-1B-Math: Can Small Models Be Concise Reasoners? |
| Jul 1, 2025 | The New Skill in AI is Not Prompting, It’s Context Engineering |
| Apr 16, 2025 | Uncertainty Quantification in Machine Learning with an Easy Python Interface |
| Jan 8, 2025 | Agents |
| Oct 12, 2024 | A Visual Guide to Mixture of Experts (MoE) |
| Oct 12, 2024 | Enhancing LLM-as-a-Judge with Grading Notes |
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^Updated weekly
