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Mounika-Geriki/README.md

Hi, I'm Mounika Geriki

Data Science Graduate @ Stony Brook University (Dec 2025) • Graduate Research Assistant (LLMs & NLP) • Data Analyst | Data Scientist | ML Engineer | Cloud Analytics

I build scalable data pipelines, LLM/NLP applications, and decision-ready dashboards — combining research depth with real-world implementation.


🚀 Featured Focus

🤖 LLMs & NLP Research

Domain-specific LLM pipelines for scientific property extraction (Materials/Battery/Polymer). Experience with prompt engineering, LoRA, and evaluation across multiple LLMs.


☁️ Cloud Data Engineering

Building ETL + analytics workflows on GCP and AWS, with strong SQL foundations and automation mindset. Comfortable with data modeling and scalable processing.


📊 Analytics & Dashboards

Turning complex datasets into clear, decision-ready insights with interactive dashboards and KPI reporting.



🏆 Highlights

⭐ Impact 💬 What I Built / Drove
🔬 LLM Research Built domain-specific LLM workflows for automated extraction from scientific literature; benchmarked multiple models and improved reliability.
🧠 Cross-Domain Transfer Applied prompt tuning + LoRA to adapt models across domains (materials → battery extraction) and improve transfer learning.
⚙️ ETL & Automation Designed high-volume ETL pipelines and SQL automations; improved processing time, stability, and reporting efficiency.
📈 Decision Dashboards Delivered Tableau/Power BI dashboards for business metrics and stakeholder reporting; focused on clarity and speed.

🧰 Tech Stack

🐍 My Contribution Graph

snake animation

🤝 Connect With Me


“I enjoy building systems where data, models, and decisions come together.”

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