Hey there 👋, I'm Tarani. I love the challenge of taking messy, unstructured data and turning it into something intelligent, be it through building data pipelines, performing analysis, or AI-driven products.
👩🏻💻 Current Work: Building an AI powered Product Recommendation & Inventory check Chatbot for smarter product recommendations for consumers and retrieve real-time Availability using natural language.
📚 Technical Focus:
- I specialize in the complexity of distributed systems, building logic for big-data pipelines, and high frequency streaming data.
- I've also been experimenting with integrating LLMs into data products using vector databases, RAG, and AI agents to streamline data accessibility and query capabilities across structured and unstructured datasets.
📊 Analytical Focus:
- I am passionate about turning complex data into actionable data-driven strategies through statistical modeling, predictive analytics, and experimentation to optimize operations, and enhance customer/ user experience.
- I'm also adept at customer segmentation, correlation analysis, and machine learning forecasting to uncover behavioral patterns, drive data-backed decision-making, and maximize business impact of core product initiatives.
🗃️ Techstack:
- Programming & Data Processing: Python (NumPy, Pandas), PySpark, SQL, R programming language
- Databases & Architecture: Relational Databases, SQL Server, Azure Databricks, Snowflake, Star and Snowflake Schema Design
- Business Intelligence & Visualization: Power BI (Data Modeling, DAX Functions), Excel (pivot tables, macros, index/match, vlookup, VBA, data links), Tableau
- Key Skills: ETL/ ELT Pipelines, Statistical Modeling, Data Visualization, Recommendation Systems
📫 Let’s Connect: LinkedIn