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Shiva Charan Manne

@shivacharanmanne

AI and machine learning developer building student performance prediction models with 85%+ accuracy and practical AI tools.

India
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I built a Student Performance Prediction system using Deep Neural Networks to forecast academic outcomes from attendance, past grades, and socio-economic factors. It achieved 85%+ accuracy and included data preprocessing, feature engineering, and model optimization.

I also built an AI-Powered Image Quality Analyzer that detects blur, dullness, and contrast issues, with real-time analysis and Streamlit deployment. For the Smart Bus Pass Management System, I built a web-based platform that automated applications, approvals, and digital pass issuance, reducing administrative workload by 70%.

Experience

Work history, roles, and key accomplishments

GS

Technical Coordinator

Google Developer Student Clubs (GDSC) – SMEC

Jan 2023 - Dec 2024 (1 year 11 months)

Actively contributed to organizing technical workshops, hackathons, and coding sessions focused on AI, ML, and cloud technologies. Completed an in-depth exploration of Google Cloud's Gen AI tools and solutions.

Education

Degrees, certifications, and relevant coursework

SC

St. Martin’s Engineering College

Bachelor of Technology, AI and Machine Learning

2022 -

Grade: CGPA: 7.71

Pursuing a Bachelor of Technology in AI and Machine Learning with a CGPA of 7.71.

SC

Sri Chaitanya Junior College

Intermediate, Intermediate

Grade: 92.4%

Completed Intermediate education with a percentage of 92.4%.

SS

Sri Chaitanya Techno Curriculum School

SSC, SSC

Grade: GPA: 10.0/10

Completed SSC with a GPA of 10.0/10 (100%).

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