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Ganesh Mannava

Ganesh Mannava

Full Stack Developer

Guntur, Andhra Pradesh, India 3+ yrs exp 91 · Outstanding

About

Motivated software developer and AI enthusiast with a strong foundation in full-stack development, DevOps, and machine learning, proficient in Java, Python, and C, with hands-on expertise in modern web frameworks including ReactJS and Node.js. Experienced in designing scalable web applications, deep learning models for computer vision, and implementing CI/CD pipelines with containerized deployments (Docker, Kubernetes). Passionate about applying cutting-edge AI technologies to solve complex, real-world challenges.

Skills & Expertise (43)

OpenCV Intermediate
7.0/10
2
Years Exp
Keras Intermediate
7.0/10
2
Years Exp
TensorFlow Intermediate
7.0/10
2
Years Exp
Computer Vision Intermediate
7.0/10
2
Years Exp
Machine Learning Intermediate
7.0/10
2
Years Exp
Deep Learning Intermediate
7.0/10
2
Years Exp
Typescript Intermediate
6.5/10
2
Years Exp
ReactJS Intermediate
6.5/10
2
Years Exp
Node.js Intermediate
6.5/10
2
Years Exp
Transformers Intermediate
6.0/10
2
Years Exp
AI Agents Intermediate
6.0/10
2
Years Exp
RAG Intermediate
6.0/10
2
Years Exp
Embeddings Intermediate
6.0/10
2
Years Exp
Python Intermediate
6.0/10
2
Years Exp
Git Intermediate
6.0/10
2
Years Exp
GitHub Intermediate
6.0/10
2
Years Exp
Docker Intermediate
6.0/10
2
Years Exp
Kubernetes Intermediate
6.0/10
2
Years Exp
VS Code Intermediate
6.0/10
2
Years Exp
Generative AI Intermediate
6.0/10
2
Years Exp
LLMs Intermediate
6.0/10
2
Years Exp
NLP Intermediate
6.0/10
2
Years Exp
CSS3 Intermediate
6.0/10
2
Years Exp
HTML Intermediate
6.0/10
2
Years Exp
Express.js Intermediate
6.0/10
2
Years Exp
Prompt Engineering Intermediate
6.0/10
2
Years Exp
JavaScript Intermediate
6.0/10
2
Years Exp
SQL Intermediate
5.5/10
2
Years Exp
MongoDb Intermediate
5.5/10
2
Years Exp
MySql Intermediate
5.5/10
2
Years Exp
Agile Intermediate
5.0/10
2
Years Exp
Computer Networks Intermediate
5.0/10
2
Years Exp
Operating systems Intermediate
5.0/10
2
Years Exp
Scrum Intermediate
5.0/10
2
Years Exp
SDLC Intermediate
5.0/10
2
Years Exp
Data Structures & Algorithms Intermediate
5.0/10
2
Years Exp
Android Studio Intermediate
5.0/10
2
Years Exp
Java Intermediate
5.0/10
2
Years Exp
Shell Scripting Intermediate
5.0/10
2
Years Exp
AWS Intermediate
5.0/10
2
Years Exp
Terraform Intermediate
5.0/10
2
Years Exp
Ansible Intermediate
5.0/10
2
Years Exp
Jenkins Intermediate
5.0/10
2
Years Exp

Work Experience

Developer

Deep Learning-Based Face Mask Detection

Jan 2025 - Jan 2026

Designed and trained advanced deep learning models utilizing MobileNetV4 and ConvNeXt V2 architectures to detect face masks in real-time within an automated touchless attendance system. Processed and augmented a comprehensive dataset of over 12,000 images, building robust training and inference pipelines using OpenCV and Keras to achieve high prediction accuracy with minimal latency.

Developer

Vignan Quiz Hub

Jan 2025 - Jan 2026

Designed and built a full-stack, responsive web application for conducting online multiple-choice examinations featuring role-based authentication for administrators, instructors, and students. Implemented automated real-time test evaluation, instant result analytics, secure examination session management, and modular TypeScript backend services using db.ts.

Developer

VStar

Jan 2024 - Jan 2025

Architected and developed a dynamic, full-featured OTT streaming platform supporting seamless high-quality video playback, user account management, and a robust admin panel. Engineered a responsive and intuitive user interface alongside a secure Node.js backend, integrating MySQL for optimized data retrieval, session handling, and database scalability.

Education

B.Tech in Information Technology - Vignan’s Foundation for Science, Technology & Research (Deemed to be University)

2022 - 2026 · Afghanistan

Intermediate (MPC) - Narayana Junior College

2020 - 2022 · Afghanistan

Secondary School Certificate (S.S.C) - Chanakya High School

2019 - 2020 · Afghanistan

Certifications

Certified Electrician

APSSDC · 2023

B1 PET

Cambridge English · 2022

Interested in this developer?

Profile Score Breakdown

📷 Photo 10/10
📄 Resume 10/10
💼 Job Title 10/10
✍️ Bio 10/10
🛠️ Skills 20/20
🎓 Education 10/10
⏱️ Experience 11/15
💰 Rate 0/5
🏆 Certs 5/5
✅ Verified 5/5
Total Score 91/100

Profile Overview

Member sinceSep 2026

Skills (43)

Click a skill to find developers with the same skill

OpenCV Keras TensorFlow Computer Vision Machine Learning Deep Learning Typescript ReactJS Node.js Transformers +33 more

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