VED GHUIKHEDKAR
Data Analyst
Yavatmal
Summary
Dynamic problem solver with a proven ability to uncover insights through data-driven analysis. Expertise in statistical methodologies and proficiency in SQL and Python enable the transformation of complex data into actionable strategies. A strong foundation in data visualization techniques enhances communication of findings effectively. Committed to leveraging analytical skills to drive impactful business decisions and foster organizational growth.
Overview
1
1
year of professional experience
2025
2025
years of post-secondary education
Work History
Data Analyst Intern
Stop & Think Infoconnect Pvt Ltd
12.2022 - 06.2023
- Improved data quality by 15% through scalable preprocessing of over 50,000 rows for ML deployment.
- Converted raw datasets into meaningful formats by performing extensive pre-processing activities such as normalization and transformation.
- Optimized SQL queries for faster processing times, increasing overall productivity within the team.
- Libraries/Tools: Pandas, NumPy, Scikit-learn, Matplotlib/Seaborn; Platforms/Methods: Jupyter Notebooks, ETL pipelines, MySQL.
Data Analyst Intern
FireBlaze Technologies
07.2022 - 09.2022
- Automated Excel and SQL-based data validation, cutting turnaround time by 25%.
- Produced Power BI dashboards for client marketing KPIs, driving strategic budget shifts.
- Analyzed data using Excel and Pandas in Jupyter, creating dashboards with 90% accuracy for insights.
- Libraries/Tools: Pandas, NumPy, and Excel.
Platforms/Methods: Jupyter Notebooks, MS Excel.
Education
MSc in Computing - Data Analytics
Dublin City University
IrelandB.Tech - Information Technology
G.H. Raisoni College of Engineering
IndiaSkills
Programming languages: Python, SQL, R
Business intelligence tools: Power BI, Excel
Data visualization libraries: Matplotlib, Seaborn
Machine learning frameworks: Scikit-learn,DeBERTa, DistilBERT, LLaMA3
Data analysis techniques: Data cleaning, EDA,feature engineering
Timeline
Data Analyst Intern
Stop & Think Infoconnect Pvt Ltd
12.2022 - 06.2023
Data Analyst Intern
FireBlaze Technologies
07.2022 - 09.2022
B.Tech - Information Technology
G.H. Raisoni College of Engineering
MSc in Computing - Data Analytics
Dublin City University
Projects
- Aspect-Based Sentiment Analysis – GitHub: github.com/vedghuikhedkar/sentimental-analysis
• Applied DeBERTa & LLaMA3 on ABSA16 laptop reviews, boosting sentiment accuracy 12% via transformers
• Deployed SHAP explainability on 3,000+ reviews; identified refund-trigger keywords for CX teams
• Hybrid ML pipeline (SVM + deep learning) enabled real-time sentiment monitoring & insights - Etsy E-commerce ML Project – GitHub: github.com/vedghuikhedkar/ML-Project
• Analyzed 500+ scanned Etsy listings; Linear Regression achieved R² = 0.78 & 15% MAPE
• K-Means clustering found 3 segments lifting rec. precision to 72% via image-derived features
• Extracted insights: "Visual trends boost sales 28%" using Pandas → scikit-learn pipeline - Target Brazil E-commerce SQL Analysis – GitHub: github.com/vedghuikhedkar/SQL-Business-Case-Target
• Analyzed 100K+ orders across 8 tables; uncovered 28% YoY growth, SP state 30% dominance
• Calculated delivery (avg 10 days), payment trends (credit_card 75%), freight analysis
• Business insights: SP/RJ = 50% revenue; CTEs reduced query runtime 40%