Shruthi Dhudigam

Resume Builder

Developed a tool for job seekers to generate professional resumes with an interactive UI. Led a team to design and implement using HTML, CSS, and Python. Integrated PDF generation feature for resume download. Implemented user authentication and database storage for managing resumes.

ML-Based DDoS Attack Detection

Built a model to predict DDoS attacks using network traffic analysis. Led a collaborative effort using ML algorithms for cybersecurity. Utilized feature selection and preprocessing techniques to enhance model accuracy. Deployed the model using Flask and integrated a real-time monitoring dashboard.

Bankruptcy Prediction

Developed a hybrid Genetic Algorithm (GA) and Neural Network (NN) model for corporate bankruptcy prediction. Leveraged GA for feature selection and hyperparameter tuning to effectively model nonlinear financial patterns and address class imbalance. Achieved improved predictive performance across Accuracy, Precision, Recall, and F1-score, supporting early financial risk identification for SMEs.

- Present

Developed and maintained scalable microservices using Python/Django and Node.js/Express, significantly improving API response times by 25%. Led the frontend overhaul of our flagship product with React and Redux, resulting in a 15% increase in user engagement. Implemented robust CI/CD pipelines with GitLab CI, reducing deployment failures by 40%. Collaborated cross-functionally to define technical requirements and deliver high-quality, performant solutions, directly contributing to a 10% growth in active users.

B.Tech(CSE)

Gokaraju Rangaraju Institute of Engineering & Technology

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Hyderabad, India

Intermediate

Narayana Junior College

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Hyderabad, Telangana

Problem Solving

HackerRank

Explore Machine Learning Using Python

Infosys Springboard

Data Science for Engineers

IIT Madras

Programming for Everybody

Coursera