🎓 B.Tech – CSE (AI & ML) at Malla Reddy Engineering College for Women
📊 CGPA: 9.25 / 10
📍 Hyderabad, India
💡 I’m an aspiring Machine Learning Engineer with strong foundations in Python, data analysis, and computer vision.
I enjoy building real-world AI solutions, working with large datasets, and continuously improving model performance through experimentation and learning.
🗓 Oct 2024 – Jan 2025
- Built and evaluated 3+ ML models using Python
- Worked with datasets containing 50K+ records
- Applied data preprocessing, feature selection, training & validation
- Improved model performance through hyperparameter tuning
- Contributed to collaborative projects with proper documentation
🗓 Feb 2025 – Mar 2025
- Developed AI-driven end-to-end solutions
- Implemented workflows from data preparation → analysis
- Solved real-time problem scenarios using structured approaches
- Improved execution efficiency and solution accuracy
- Built a real-time fire detection system using OpenCV
- Integrated instant email & audio alerts using SMTP & Twilio API
- ⚡ Alert latency: < 1 second
- 🎯 Detection accuracy: ~92% under normal lighting
- Automated emergency notifications to reduce response time
- Designed a lossless image compression system
- Achieved 20–30% size reduction
- Maintained PSNR > 40 dB & SSIM > 0.95
- Enhanced contrast by ~25% under uneven lighting
- Processed 4K images in < 0.5 seconds
- Tools: NumPy, OpenCV
- Python 🐍
- Java (Basics)
- Supervised & Unsupervised Learning
- Model Evaluation & Metrics
- OpenCV
- Image Processing
- NumPy, Pandas, Matplotlib
- TensorFlow, PyTorch
- Git & GitHub
- Google AI Studio, Canva
- Accuracy, Precision, Recall
- PSNR, SSIM
- SMTP
- Twilio API
🏅 Cisco – C Essentials & Python Essentials
🏅 Oracle – Generative AI Certification
🏅 Cambridge – English Empower C1
🏅 Pearson – MePro Level 10
- Advanced Machine Learning
- Generative AI
- Data Science & SQL
- Model Optimization Techniques
- ML & AI Projects
- Data Analysis Collaborations
- Computer Vision Applications
- Generative AI Learning Groups
✨ “Turning data into insights and ideas into intelligent systems.”