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Data Scientist with 3+ years in BFSI analytics, specializing in predictive modeling and ETL pipeline
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Scientist with 2.5+ years of experience in BFSI analytics, specializing in predictive modeling, statistical analysis, and ETL pipeline automation. Proficient in Python, SQL, Pandas, NumPy, and Scikit-learn with strong expertise in KPI tracking and data-driven decision making. Exposure to data visualization tools during academic training.
St. Joseph's College (Autonomous)
M.Sc. · Big Data Analytics
August 1, 2021 – June 30, 2023
Marthoma College
B.Sc. · Mathematics
August 1, 2018 – June 30, 2021
ESAF Small Finance Bank
Senior Officer – Data Analyst
September 1, 2023 – Present
Kerala, India
Federal Bank
Data Analytics Intern
February 1, 2023 – April 1, 2023
Kerala, India
Fraud Transaction Prediction
June 1, 2026 – Present
Developed a machine learning model to detect fraudulent transactions using classification algorithms and feature engineering techniques.
View ProjectSpeech Emotion Recognition
June 1, 2026 – Present
Built NLP-based model using MFCC features and machine learning algorithms to detect emotional tone from speech data.
News Summarization
June 1, 2026 – Present
Implemented NLP-based summarization system to extract key insights from news articles.
Movie Recommendation System
June 1, 2026 – Present
Developed collaborative filtering model to predict user preferences and improve recommendation accuracy.
Python (HackerRank Gold Badge)
HackerRank
June 1, 2026 – Present
Machine Learning and NLP - Kaggle
Kaggle
June 1, 2026 – Present
Artificial Intelligence Certification - CII
CII
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project diversity, including fraud detection, speech emotion recognition, and recommendation systems, indicates a broad interest in data science applications. Their experience in the BFSI sector aligns well with roles requiring robust data analysis and predictive modeling. The certifications and personal projects suggest a proactive learning attitude and self-motivation, which are positive indicators for cultural fit in a dynamic environment.
Soft Skills & Operational Fit
The candidate demonstrates strong problem-solving skills through their project work and professional experience, particularly in optimizing processes and improving model accuracy. Their collaboration with cross-functional teams indicates good teamwork and communication. The experience in BFSI analytics suggests an understanding of regulated environments and business-critical applications.