Projects
Air Quality Index Forecasting using VMD-FAN Hybrid Model
2024Master'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.
Environmental Impact on Dublin Pedestrian Footfall
2024Interactive dashboard exploring the relationship between environmental factors (weather, air quality) and pedestrian footfall across 20+ Dublin city locations. Analyzed temperature, humidity, precipitation, AQI metrics, and pedestrian counter data.
Experience
Administrative Assistant - Data
Nexus Ventures LimitedDublin, 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.
Laboratory Assistant - Data Analytics
National College of IrelandDublin, 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.
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.
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.
Education
MSc in Data Analytics
National College of IrelandDublin, Ireland
First-Class Honours (1:1)
B.Tech in Mechanical Engineering
Federal Institute of Science And TechnologyKerala, India
CGPA: 7.56/10
Certifications
CAIIB (Information Technology)
Indian Institute of Banking & Finance
Jul 2018JAIIB
Indian Institute of Banking & Finance
Dec 2017