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Hemanth Reddy Allugunti
| My Projects
- AI-Driven Conversational Agent | Groq API, LangChain, Streamlit, Python, JavaScript
- Developed an AI conversational agent capable of dynamic, human-like interactions using Groq API
- Utilized LangChain for managing language models, enabling real-time understanding
- Deployed the agent on Streamlit for smooth and responsive interaction
GitHub
- Negotiation Chatbot | Rasa, Python, NLP, Custom Policies
- Built a negotiation chatbot to simulate real-time price negotiations using Rasa
- Integrated custom logic to evaluate offers and provide dynamic responses
- Managed user interaction and purchase flow through dynamic dialogue management
GitHub
- Biometric Face Recognition System | Python, OpenCV, NumPy, TensorFlow
- Created a face recognition system using CNNs for image classification
- Used Haar Features and Integral Images for feature extraction, implementing a Haar Cascade Classifier for real-time recognition
GitHub
- RetailVisionAI | PyTorch, Flask, Microservices, JSON, YOLO
- Built an AI pipeline for product detection using Flask and PyTorch
- Integrated YOLO for real-time object detection
- Designed microservices to process images and return JSON responses for product grouping
- Quantum-CNN | Python, Tensor-Quantum, Cirq, scikit-learn, TensorFlow/Keras
- Developed a Quantum-inspired CNN Model for enhanced object detection
- Leveraged TensorFlow Quantum and Cirq for quantum circuit simulations
- Explored quantum feature extraction techniques to improve model accuracy