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Data Analyst with less than a year in financial audit & machine learning.
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Assessing your cultural and operational fit
Results oriented Data Analyst with professional experience at Ernst & Young (EY), where I analysed datasets of over 5 million records within a high stakes financial audit environment. Skilled in Python, SQL, and BI tools, with hands on experience building end to end machine learning solutions. Adept at transforming complex data into clear, actionable insights that support business decisions.
ICT Academy of Kerala
Certified Specialist · Data Science and Analytics
August 1, 2025 – June 30, 2025
University of Kerala
Master of Commerce · Finance
August 1, 2022 – June 30, 2024
University of Kerala
Bachelor of Commerce · Computer Applications
August 1, 2018 – June 30, 2021
Ernst & Young (EY)
Data Analyst
October 1, 2025 – January 1, 2026
India
AI Stock Forecaster – Stock Price Prediction Using LSTM
June 1, 2026 – Present
Built LSTM deep learning models to forecast the next 7 days of stock prices for 25 leading companies and predict price movement direction (up/down). Integrated real-time data collection, model inference, and interactive visualisation into a production-ready Streamlit web application. Leveraged TensorFlow/Keras for modelling and yfinance for live market data ingestion.
View ProjectSocial Media Popularity Predictor with GenAI Profile Simulator
June 1, 2026 – Present
Developed an end-to-end system to predict a social media user's popularity score based on structured profile features including followers, posting frequency, and collaborations. Integrated a GenAI-powered module to generate personalised recommendations for optimised post schedules and partnerships to improve popularity scores. Combined machine learning prediction with generative AI to deliver an actionable, user-facing optimisation tool.
Cultural Fit Analysis
The candidate's projects demonstrate initiative and a proactive approach to learning and applying advanced techniques (ML, GenAI). The blend of finance education with data science certification and practical experience shows adaptability and a willingness to bridge domains. The personal projects indicate a strong interest in data analysis and machine learning beyond formal work, which aligns with a culture of continuous learning and innovation. However, the limited professional experience duration might require additional mentorship in a fast-paced environment.
Soft Skills & Operational Fit
The candidate's experience at EY in a financial audit environment suggests an ability to work with large, sensitive datasets and adhere to strict data quality standards. Project descriptions indicate a results-oriented approach and an ability to translate complex data into actionable insights. Collaboration with auditors highlights teamwork and communication skills.