Professional Experience
Jr. Software Developer
IndiAps, Chennai
Worked as a junior software developer, focusing on building and improving applications using Python and various technologies.
Key responsibilities and achievements:
- Developed and maintained web applications using Python and Flask
- Implemented database solutions using SQL Server
- Designed and implemented user interfaces for web applications
- Collaborated with cross-functional teams to deliver projects on time
- Assisted in integrating machine learning models into existing applications
Projects
Image Classification System using ResNet
Developed an image classification system using the ResNet architecture to identify and categorize objects in images with high accuracy.
Technologies used: Python, TensorFlow, ResNet, Flask
Key achievements:
- Achieved 92% accuracy on test dataset
- Implemented a user-friendly web interface for uploading and classifying images
- Optimized the model for efficient inference on limited hardware
Natural Language Processing Sentiment Analyzer
Built a sentiment analysis tool that can analyze text data from various sources and determine the emotional tone of the content.
Technologies used: Python, NLTK, TensorFlow, Flask
Key achievements:
- Developed a model that can classify text as positive, negative, or neutral with 85% accuracy
- Created an API that allows integration with other applications
- Implemented visualization tools to help interpret sentiment analysis results
Recommendation System for E-commerce
Designed and implemented a recommendation system for an e-commerce platform to suggest products based on user behavior and preferences.
Technologies used: Python, SQL Server, TensorFlow, Flask
Key achievements:
- Increased click-through rate by 25% in test deployments
- Implemented both content-based and collaborative filtering approaches
- Developed a scalable architecture that can handle large datasets