Kanishtika Kashyap

Kanishtika Kashyap

Data Analyst
India

About Me

Data Analyst with hands-on experience delivering end-to-end data processing pipelines, interactive BI dashboards, and AI-powered data solutions. Proficient in transforming raw, structured datasets into actionable busines…

Experience

AI-Powered Document & Database Query System (Agentic RAG + Text-to-SQL)

Project
Aug 2025 - Jan 2026 · 5 months

<p>Built a Retrieval-Augmented Generation (RAG) pipeline using LangChain and a vector database (Qdrant) enabling natural-language querying of PDFs and relational databases.<br>
Translated natural-language business questions into accurate SQL queries, cutting information retrieval time by ~60% compared to manual lookup.<br>
Highlights ability to bridge traditional data analysis with modern AI tooling — a differentiator beyond standard analyst dashboarding work.</p>

Data Scientist Trainee

Debugshala, Indore

<p>Performed data cleaning, preprocessing, and validation on structured datasets.<br>
Conducted Exploratory Data Analysis (EDA) to identify trends, patterns, and anomalies.<br>
Built interactive dashboards and analytical reports using Power BI and Excel.<br>
Used Python and SQL for data extraction, transformation, and reporting.</p>

Skills

Python SQL Pandas NumPy EDA Power BI Advanced Excel PostgreSQL MySQL Git Jupyter Notebook VS Code JIRA LangChain Qdrant Retrieval-Augmented Generation (RAG) Text-to-SQL Power Query
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