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Data Science with less than a year in Python, SQL & Data Visualization.
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Assessing your cultural and operational fit
B.Tech AIML graduate with hands-on experience in Python, SQL, data analytics, dashboard development, and business reporting. Strong analytical and problem-solving skills with experience in data processing, performance reporting, and generating actionable insights using Excel, Power BI, and Python.
R. C. Patel Institute of Technology
B.Tech · Artificial Intelligence and Machine Learning
August 1, 2021 – June 30, 2025
BuildINT Pvt Ltd
Data Analyst Intern
February 1, 2025 – August 1, 2025
Mumbai, Maharashtra, India
NL2SQL System (Natural Language to SQL using LLMs)
June 1, 2025 – Present
Built an end-to-end NL2SQL system that converts natural language queries into executable SQL using LLMs. Integrated Vanna AI for schema-aware query generation, improving SQL accuracy and context understanding. Developed FastAPI-based REST APIs for query generation, execution, and result retrieval. Implemented prompt engineering and validation techniques to reduce hallucinations and improve reliability.
View ProjectKisan-Heet: Smart Agriculture Advisory System
June 1, 2025 – Present
Designed a data-driven crop recommendation system aimed at improving agricultural decision-making using machine learning techniques. Developed application logic and handled user requests through backend APIs using Flask. Performed data preprocessing, feature engineering, and model training using Python libraries such as Pandas, NumPy, and Scikit-learn. Applied supervised learning algorithms to improve prediction accuracy and generate actionable insights for farmers. Focused on solving real-world agricultural challenges through AI-based decision support systems.
View ProjectSales Data Analysis using SQL
June 1, 2025 – Present
Conducted exploratory data analysis on retail sales datasets to extract meaningful business insights. Designed relational database queries to clean, filter, and transform raw sales data for analysis. Developed SQL-based data processing workflows to support business applications and reporting. Generated summary tables and analytical reports to support data-driven decision making. Translated raw transactional data into actionable business insights using SQL analysis.
View ProjectSustainability Hackathon Challenge 2023
Entrepreneurship Development Institute of India, Ahmedabad
January 1, 2023 – Present
SUNHACKS 2022
ESDS Software Solution Limited
January 1, 2022 – Present
Cultural Fit Analysis
The candidate's academic projects show a proactive approach to applying AI/ML to diverse domains (agriculture, natural language processing), indicating a curious and innovative mindset. Participation in hackathons further supports a collaborative and competitive spirit. The internship experience aligns with a data-driven culture, focusing on efficiency and reporting. However, the overall experience is limited to academic projects and an internship, which might require more mentorship in a fast-paced industry setting.
Soft Skills & Operational Fit
The candidate demonstrates problem-solving skills, attention to detail in data processing, and collaboration with business stakeholders. The internship experience highlights an ability to automate tasks and improve efficiency, which are valuable operational traits. The extracurricular activities also suggest good organizational and communication skills.