M. Mani Chandana
Aspiring Data & AI Professional | Python | SQL | Building Real-World Projects
chandana-2906
Kurnool, Andhra Pradesh, India
Joined May 2026
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Summary
Practical, project-focused aspiring Data & AI professional who emphasizes real-world usefulness over pure model performance. linkedin+1
Solid analytics and data engineering orientation — values data cleanliness, proper schema design, and SQL-backed analysis before visualization. linkedin
Active student contributor with recognized achievements during undergraduate studies, including Google Analytics certifications noted in college publications. ac+1
Affiliated with G. Pulla Reddy Engineering College academically and present on academic networking platforms (ResearchGate) indicating engagement with the college's computer science community. researchgate+1
Education
Projects
Writing
Loan Default Prediction: Beyond Predictive Models
April 1, 2026LinkedIn post reflecting on the Loan Default Prediction project and emphasizing the importance of considering real-world usefulness and decision support when building ML models.
AI Success Depends on Data, Mindset, and Problem Understanding
February 1, 2026LinkedIn post discussing that AI success requires clean data, thoughtful feature engineering, correct metrics, and a deep understanding of the problem; frames model-building as part of broader system design.