Projects

Air Quality Index Forecasting using VMD-FAN Hybrid Model

Air Quality Index Forecasting using VMD-FAN Hybrid Model

2024

Master's thesis developing a novel hybrid model combining Variational Mode Decomposition (VMD) and Fourier Analysis Networks (FAN) for accurate Air Quality Index forecasting. Achieved 1.49% MAPE on Taiwan air quality data, outperforming baseline models.

Machine Learning Python Time Series +3
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Experience

Feb 2025 - now

Administrative Assistant - Data

Nexus Ventures Limited

Dublin, Ireland

- Streamlining administrative workflows by implementing automated data processing scripts, reducing reporting time by 20%. - Utilizing Python and Excel to analyze operational data, identifying key trends that support strategic resource allocation. - Maintaining data integrity across internal databases through rigorous cleaning and validation protocols.

Python Excel Data Analysis Automation
Sep 2024 - Jan 2025

Laboratory Assistant - Data Analytics

National College of Ireland

Dublin, Ireland

- Mentored 50+ MSc students in advanced data analytics concepts, including machine learning algorithms and statistical modeling in Python and R. - Facilitated weekly practical sessions, ensuring 100% of students successfully completed complex data visualization projects. - Collaborated with faculty to refine course materials, ensuring alignment with current industry standards and tools.

Python R Machine Learning Teaching Data Visualization
Oct 2022 - Apr 2023

Assistant Manager

The Federal Bank Ltd.

Kerala, India

- Co-managed branch operations, overseeing a portfolio of high-value accounts and ensuring seamless service delivery. - Led a team of 5 associates, implementing performance tracking systems that increased team productivity by 15%. - Achieved 100% compliance with banking regulations and audit requirements through meticulous record-keeping and process oversight.

Team Leadership Operations Banking Compliance
Jul 2015 - Oct 2022

Customer Associate

The Federal Bank Ltd.

Kerala, India

- Processed an average of 150+ daily transactions with 99.9% accuracy, consistently exceeding operational targets. - Resolved complex customer issues, maintaining a high customer satisfaction score and fostering long-term client relationships. - Managed cash logistics and vault operations, ensuring strict adherence to security protocols and zero discrepancies.

Customer Service Banking Operations Cash Management

Education

2024 - 2025

MSc in Data Analytics

National College of Ireland

Dublin, Ireland

First-Class Honours (1:1)

Machine Learning Data Mining Statistics Python R
2011 - 2015

B.Tech in Mechanical Engineering

Federal Institute of Science And Technology

Kerala, India

CGPA: 7.56/10

Engineering Mathematics Systems Analysis Problem Solving

Certifications

CAIIB (Information Technology)

Indian Institute of Banking & Finance

Jul 2018

JAIIB

Indian Institute of Banking & Finance

Dec 2017