PROFILE SYNOPSIS
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PERFORMANCE HIGHLIGHTS
20%
Efficiency Protocol Optimization
15%
Lead Generation Surge
100%
Data Integrity Assurance
10%
Data Retrieval Acceleration
EXPERIENCE LOG
Initiate company log for detailed readouts.
TECHNICAL PROTOCOLS
CORE COMPETENCIES
PROJECT INTERFACES
Stock Market Real-Time Analysis Using Kafka
SQL, Python, Pandas, Apache Kafka
- Engineered a real-time data pipeline using Apache Kafka and Python to ingest and process live stock market data, handling large volumes of streaming information.
- Designed and built a live Power BI dashboard to visualize stock trends, improving data accuracy and providing a real-time view of market fluctuations.
- Implemented Kafka consumer groups to enhance fault tolerance and optimize data processing performance.
Left vs. Right-Understanding Death Age Gaps Through Data
Python, Pandas, Jupyter Notebook – View Credentials
- Analyzed U.S. death distribution data (CDC) with Python (Pandas, Bayesian statistics) to test the long-standing claim that left-handed people die younger than right-handed people.
- Built probability models and visualizations to reveal that differences in reported death ages stem from generational shifts in left-handedness reporting, not biological factors.
- Developed a reproducible Jupyter Notebook workflow to communicate findings, demonstrating skills in statistical inference, data storytelling, and debunking myths with evidence.
Lead Quality Analysis and Optimization Using Advertising Data
Excel, Jupyter Notebook, R – View Credentials
- Analyzed the advertising leads using Excel/Python to evaluate lead quality trends over time, applying statistical tests to determine significance of observed patterns.
- Identified key drivers of lead quality (publisher source, ad creative, campaign type, and consumer attributes) through segmentation and pivot table analysis, uncovering actionable insights for optimization.
- Developed recommendations to improve conversion rates by 20% and justify a higher Cost per Lead (CPL), leveraging data-driven strategies to increase advertiser ROI.
EDUCATIONAL PATHWAYS & CERTIFICATIONS
ACADEMIC INTERFACE
Swami Vivekananda Institute of Science and Technology, Kolkata
B.Tech in Electrical and Electronics and Engineering
Jun 2018 – Jul 2022 | CGPA: 8.56/10.00
CERTIFICATION PROTOCOLS
- Oracle Data Platform Foundations Associate 2025
- Google Data Analytics Professional
- Accenture North America: Data Analytics and Visualization
- Career Essentials in Data Analysis by Microsoft & LinkedIn