Backend-Focused Software Developer

Rajanala Manohar Reddy

Backend-focused software developer skilled in Python, Django, and API development. Built and deployed scalable web applications and ML-driven systems, including a cyber threat detection platform achieving ~85% F1-score. Experienced in debugging, database integration, and building reliable backend workflows.

View Projects

Hyderabad +91 7995791547 manoharreddyrajanala@gmail.com

About

Backend-focused software developer skilled in Python, Django, and API development. Built and deployed scalable web applications and ML-driven systems. Proficient in debugging, database integration, and building reliable backend workflows. Strong foundation in data structures, algorithms, and full-stack development.

Work Experience

Full Stack Development Trainee (Python)

Sep 2025 – Present · Sofzenix IT Solutions LLP (Virtual)

Developed a multi-page web application (10+ pages) with dashboards and user modules using HTML, CSS, and JavaScript.
Implemented event registration and management features, aligning with client requirements.
Validated APIs and database workflows using SQL, identifying 20+ defects and improving system reliability.
Contributed to development workflow using Git and debugging tools.

Skills

Technologies and tools I work with regularly.

Python Django REST APIs HTML CSS JavaScript SQL SQLite NumPy pandas scikit-learn OpenCV Data Structures Algorithms Java C++

Projects

Selected work based on my resume.

Automated Cyber Threat Identification (NLP)

Built a Django-based NLP system for cyber threat classification using TF-IDF and ML models. Implemented text preprocessing and feature extraction with Logistic Regression, SVM, and Naive Bayes models. Achieved 79.3% accuracy and ~85% F1-score by optimizing model performance through comparison and tuning. Developed REST APIs and model caching, reducing inference time to ~100–200ms.

PythonDjangoscikit-learnpandas TF-IDFREST APISQLiteRender

GitHub Live Demo

AI-Powered Image Stylization Platform

Built a full-stack image stylization platform using Streamlit and OpenCV with modular pipelines. Implemented secure authentication and payment-gated downloads using bcrypt and Razorpay integration. Designed a performance-optimized pipeline enabling real-time image transformation and preview. Developed persistent user gallery using SQLite for storing processed images.

PythonStreamlitOpenCVSQLite bcryptRazorpay APIImage Processing

GitHub Live Demo

Extra Curricular

Explored AI and ML concepts through self-learning and project-based practice.
Participated in technical discussions, online coding practice, and peer learning sessions.
Followed tech blogs and documentation to stay updated with industry trends.

Additional Details

Hands-on experience in Python, ML, NLP, and full-stack projects. Quick learner, proactive problem-solver, adaptable to team or independent work.

Contact

Let’s build something great together.

manoharreddyrajanala@gmail.com +91 7995791547 Hyderabad

Resume