Open to opportunities

Bincy Manuel

@bincymanuel

Message

I turn complex datasets into dashboards, anomaly insights, and faster reporting workflows.

India

Message

What I'm looking for

I'm looking for a data analyst role where I can apply Python, SQL, dashboards, data cleaning, and automated reporting to support data-driven decisions and continue growing in analytics.

I've analyzed network traffic datasets at the Indian Institute of Science Education and Research, using Python and statistical techniques to identify performance anomalies and improve report turnaround time by 20%.

I built entropy-based traffic analysis models for real-time abnormal-pattern detection and produced structured technical reports from cleaned, transformed, and visualized datasets using Pandas and Matplotlib.

At Null Class, I extracted, cleaned, preprocessed, and validated data with Python, built business-trend dashboards, and automated recurring reports. I also optimized SQL queries, reducing execution time by 30%.

I'm building on this work through projects in RAG customer support, optimization-based scheduling, adaptive edge security, and BioBERT-based animal disease detection, alongside an Integrated M.Sc. in Computer Science (Data Science).

Experience

Work history, roles, and key accomplishments

Research Intern

Indian Institute of Science Education and Research

Dec 2025 - Mar 2026 (3 months)

Analyzed 500 network traffic datasets using Python and statistical techniques, identifying key performance anomalies and improving report turnaround time by 20%. Implemented entropy-based traffic analysis models and cleaned, transformed, and visualized complex datasets using Matplotlib and Pandas.

Python Statistical Analysis Data Cleaning Data Visualization Matplotlib Pandas Entropy Based Analysis Technical Reporting

Data Science Intern

Null Class

May 2024 - Jun 2024 (1 month)

Performed data extraction, cleaning, preprocessing, and validation using Python to ensure reliable, analysis-ready datasets. Built analytical reports and dashboards to monitor business trends and performance metrics, and automated recurring reporting workflows, reducing query execution time by 30%.