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Data Science with less than a year in Machine Learning & A/B Testing
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Assessing your cultural and operational fit
Data Science professional with a strong foundation in statistics, machine learning, and analytical problem-solving. Proven track record in building end-to-end data pipelines and applying experimentation techniques (A/B testing) to improve model accuracy by 10-15%. Passionate about uncovering data-driven insights to solve real-world business problems and influence product strategy.
The Gandhigram Rural Institute
Master of Computer Applications
August 1, 2023 – June 30, 2025
Peekay CICS Arts and Science College
Bachelor of Computer Applications
August 1, 2020 – June 30, 2023
Gradtwin
Data Science Intern
October 1, 2025 – Present
Chennai, Tamil Nadu, India
Zaalima Development
Data Science and Machine Learning Intern
July 1, 2025 – September 1, 2025
Bengaluru, Karnataka, India
PlantiFy – AI-Powered Medicinal Plant Identifier
June 18, 2026 – Present
• Achieved 98.81% classification accuracy using DenseNet201 architecture for image classification. • Optimized models for low-latency mobile inference using TensorFlow Lite. • Managed end-to-end development from data preprocessing to mobile deployment.
View ProjectHospital Wait Time Prediction System
June 18, 2026 – Present
• Built a regression-based model to predict patient wait times using a dataset of 100,000+ records. • Performed feature engineering on patient volume and department load, achieving 97% prediction performance (R2, RMSE).
View ProjectAI Tools Workshop
Be10x
June 1, 2026 – Present
Data Analyst Certification
OneRoadmap
June 1, 2026 – Present
Data Analytics Job Simulation
Deloitte Australia
June 1, 2026 – Present
AWS Cloud Practitioner
Amazon Web Services
June 1, 2026 – Present
Python Training
Spoken Tutorial Project, IIT Bombay
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects and internships demonstrate a proactive approach to learning and applying data science concepts. The diversity of projects (image classification, wait time prediction) and certifications indicates a broad interest in various data science applications. The current internship at Gradtwin and previous one at Zaalima Development show an alignment with roles focused on data analysis, model development, and business impact. However, the experience level is still junior, which might require more mentorship in a senior role.
Soft Skills & Operational Fit
The candidate's project descriptions and experience highlight an ability to communicate technical insights through dashboards and reports, suggesting good operational fit for data-driven decision-making. The focus on identifying user friction points and providing data-backed recommendations indicates a problem-solving and business-oriented mindset. However, without direct assessment, communication and collaboration skills are inferred from project descriptions.