Data Scientist with 2+ years in Machine Learning & Deep Learning
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Scientist with expertise in Machine Learning, Deep Learning, Python, and R. Proven ability to build predictive models, perform data analysis, and deliver actionable insights. Seeking to leverage technical skills and analytical mindset to drive data driven decision-making.
KTU
Bachelor of Technology · Electrical and Electronics Engineering
August 1, 2016 – June 30, 2020
Illinois Institute of Technology
Certification · Data Science and Generative AI
N/A – June 30, 2025
IIM Kozhikode
Certification · Advanced Data Analytics
N/A – June 30, 2024
Cognizant
Program Analyst
May 1, 2022 – July 1, 2024
India
CNN Model to Classify Images
June 23, 2026 – Present
Developed a CNN model to classify images into 6 different categories. Created model using Conv2D layers. Used padding and regularisation techniques to improve model accuracy.
View ProjectSpeech Emotion Recognition
June 23, 2026 – Present
Created a model to differentiate among emotions and classify them into different categories. Using multiple audio data collected across the globe, built a model using both CNN and LSTM layers. Classified audio data into 8 categories.
View ProjectBank Marketing Campaign Prediction
June 23, 2026 – Present
Built classification models to predict customer subscription to term deposits for a Portuguese bank. Analysed demographic and campaign-related features to identify key predictors of customer behaviour. Achieved high model accuracy through feature engineering and algorithm selection. Delivered actionable insights to optimize marketing campaign strategies.
View ProjectCertification in Data Science and Generative AI
Illinois Institute of Technology
January 1, 2025 – Present
Certification in Advanced Data Analytics
IIM Kozhikode
January 1, 2024 – Present
Cultural Fit Analysis
The candidate's academic projects demonstrate a proactive approach to learning and applying data science concepts. The certifications from reputable institutions (Illinois Institute of Technology, IIM Kozhikode) show a strong drive for professional development. The transition from Electrical and Electronics Engineering to Data Science, coupled with relevant certifications and project work, indicates adaptability and a clear career focus. The experience at Cognizant, though not directly a Data Scientist role, involves data handling and automation, which aligns with the operational aspects of a data science team. The diversity of projects (image classification, speech emotion recognition, marketing campaign prediction) suggests a broad interest in different applications of machine learning.
Soft Skills & Operational Fit
The candidate's project descriptions suggest an ability to work on structured problems and deliver actionable insights. The experience as a Program Analyst at Cognizant indicates an understanding of data quality, integrity, and process automation. However, the psychometric test score is not provided, making it difficult to assess logical reasoning, work attitude, stress handling, and team collaboration directly. The English test score of 68 suggests adequate communication clarity for technical roles, but there might be room for improvement in professional language usage.