Projects
A showcase of my technical work and research
Neural Text Generation API
A production-ready API for generating human-like text using fine-tuned GPT models. The system includes customizable parameters for controlling text style, length, and creativity, along with content filtering mechanisms.
Key Features:
- Custom fine-tuning pipeline for domain-specific text generation
- Efficient serving infrastructure with horizontal scaling
- Robust content filtering and safety mechanisms
- Interactive documentation and testing sandbox
Predictive Analytics Dashboard
Real-time analytics dashboard with predictive capabilities for financial data visualization. The system integrates historical data analysis with machine learning models to forecast market trends.
Key Features:
- Interactive time-series visualization with zooming and filtering
- Anomaly detection with automated alerts
- Multiple ML models for short and long-term predictions
- Custom reporting and data export capabilities
Multilingual Document Classifier
An ML system that automatically classifies documents in 12 different languages with high accuracy. The model uses transformer-based architectures to understand content across languages.
Key Features:
- Support for 12 languages with 95%+ accuracy
- Document structure analysis for better classification
- Explainable AI components to highlight decision factors
- Optimized for both speed and accuracy
Artistic Style Transfer Engine
A deep learning system that can transfer artistic styles between images using advanced neural network architectures. The project includes a web interface for interactive style manipulation.
Key Features:
- Real-time style transfer with adjustable parameters
- Library of pre-defined artistic styles
- Custom style upload capability
- Multi-resolution processing for detail preservation
Medical Diagnosis Assistant
A machine learning system designed to assist medical professionals in diagnosis by analyzing patient data and suggesting potential conditions based on symptoms and medical history.
Key Features:
- Integration with electronic health records
- Symptom analysis using NLP
- Bayesian networks for diagnosis probability
- Explainable AI for medical reasoning
Enterprise Customer Support Bot
An advanced conversational AI system designed for enterprise customer support. The bot can handle complex queries, maintain context across conversations, and integrate with various backend systems.
Key Features:
- Context-aware conversation management
- Multi-turn dialogue capabilities
- Integration with CRM and knowledge base systems
- Sentiment analysis for customer satisfaction monitoring
Interested in collaboration?
I'm always open to discussing new projects and innovative ideas.
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