Jahnavi Ponnapureddy profile photo 1 on Tal

Jahnavi Ponnapureddy

Java Full Stack Developer | Spring Boot | ReactJS | Microservices | Open to Work

Greater Bengaluru Area

< 1 year of work experience

1Stop.ai
Feb 20246 mosJul 2024

Andhra Pradesh, India

Title: Machine Learning Intern Company: 1Stop.ai Duration: Feb 2024 – Jul 2024 Location: Remote • Developed a text classification model using Python, TensorFlow, and LSTM achieving ~88% accuracy on 15,000+ samples. • Applied NLP preprocessing techniques including tokenization, stopword removal, and lemmatization. • Evaluated model performance using precision (0.87), recall (0.86), and F1-score (0.87) via cross-validation. • Optimized model configuration through hyperparameter tuning for best performance.

Education

Bachelor of Engineering, Computer Science

Gouthami institute of technology and management for women

20214 yrs2025

intermediate, HIGH SCHOOL/SECONDARY DIPLOMAS AND CERTIFICATES

Sai Parameshwara Junior College

20192 yrs2021

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Headline

Java Full Stack Developer | Spring Boot | ReactJS | Microservices | Open to Work

About

Computer Science Engineering graduate (2025) with hands-on experience in Java backend development and Machine Learning. 🔧 Backend: Built production-grade REST APIs using Spring Boot, Spring Security, JWT Authentication, and PostgreSQL with role-based access control and optimized query performance. 🤖 ML/AI: Developed a real-time Driver Drowsiness Detection System using CNN (96.74% accuracy) and a Text Classification model achieving ~88% accuracy on 15,000+ samples. 💼 Experience: Machine Learning Intern at 1Stop.ai (Feb 2024 – Jul 2024) — worked on NLP-based text classification using TensorFlow and LSTM. 🎯 Seeking entry-level roles as Java Developer / Software Engineer / Backend Developer. 📍 Open to opportunities in Bengaluru, Hyderabad, Chennai and remote. 📩 Reach me: jahnaviponnapureddy@gmail.com

Location

Greater Bengaluru Area

Work experience

Machine Learning Intern at 1Stop.ai, Feb 2024 - Jul 2024 · 6 mos, Andhra Pradesh, India, Title: Machine Learning Intern Company: 1Stop.ai Duration: Feb 2024 – Jul 2024 Location: Remote • Developed a text classification model using Python, TensorFlow, and LSTM achieving ~88% accuracy on 15,000+ samples. • Applied NLP preprocessing techniques including tokenization, stopword removal, and lemmatization. • Evaluated model performance using precision (0.87), recall (0.86), and F1-score (0.87) via cross-validation. • Optimized model configuration through hyperparameter tuning for best performance.

Education

Bachelor of Engineering, Computer Science, Gouthami institute of technology and management for women

intermediate, HIGH SCHOOL/SECONDARY DIPLOMAS AND CERTIFICATES, Sai Parameshwara Junior College

Jahnavi Ponnapureddy - Machine Learning Intern in Greater Bengaluru Area | Tal