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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
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
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 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.