Data Science with less than a year in Data Analysis & AI
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Assessing your cultural and operational fit
Business Analyst at SITA Softwares with a background in Data Science, Machine Learning, and Data Analysis. Completed a six-month internship with hands-on experience in analytical problem-solving. Skilled in Python, SQL, Power BI, MySQL, React, and Django, with an interest in delivering data-driven business solutions and supporting business decision-making.
St Josephs College of Engineering and Technology
Bachelor of Technology · Artificial Intelligence and Data Science
August 1, 2021 – June 30, 2025
Government Higher Secondary School
Higher Secondary
June 1, 2019 – May 31, 2021
SITA Softwares
Business Analyst
February 1, 2026 – Present
India
TECHMAGHI
AI Integtrated Data Science
August 1, 2025 – February 1, 2026
Cochin, Kerala, India
PACE LAB
Artificial Intelligence Intern
May 1, 2023 – May 1, 2023
Cochin, Kerala, India
Bank Marketing
June 23, 2026 – Present
Developed a predictive model using AdaBoost to determine client subscription to term deposits.
View ProjectAutomated Banking Complaint Classification
June 23, 2026 – Present
Customer Service Automation Built a text classifier using Stochastic Gradient Descent for consumer complaint categorization in banking. Used of SGD, Stemming, Stopword removal, Vectorization
Automated Brain Tumor Classification
June 23, 2026 – Present
Implemented Vision Transformers (ViT) to classify brain tumors into 4 categories. Used of TensorFlow/Keras, OpenCV(Image preprocessing), Matplotlib, Scikit-learn
Automated Banking Complaint Classification using SGD
2nd International Conference on Trends in Engineering Systems and Technologies (ICTEST)
January 1, 2025 – Present
Data Science and Machine Learning
ENTRI elavate
January 1, 2025 – Present
Data science and Machine Learnig user
IILLINOIS Institute of Technology
January 1, 2025 – Present
Introduction to Machine Learning
NPTEL
October 1, 2023 – Present
Cultural Fit Analysis
The candidate's academic projects demonstrate a strong interest and foundational skill set in Data Science and AI, aligning well with a target role in Data Science. The internship experience further solidifies this alignment. The current Business Analyst role, while valuable for understanding business context, might indicate a slight deviation from a purely technical data science path. The diversity of projects (predictive modeling, text classification, image classification) shows a broad interest within the AI/ML domain, which is a positive for cultural fit in an innovative environment.
Soft Skills & Operational Fit
The candidate lists adaptability, team management, and problem-solving as soft skills. The Business Analyst role description suggests experience in coordinating with stakeholders and facilitating communication, which are positive indicators for operational fit. However, the current experience as a Business Analyst might shift focus from deep technical implementation to requirement gathering, which needs to be balanced for a Data Science role.