Krutika Dodiya
@krutikadodiya
AI Software Developer at Asmadiya Technologies
Pune, Maharashtra
Krutika Dodiya is an AI Software Developer with experience in building RAG-based voice assistants and conversational chatbots. She holds an MTech in Machine Learning and is skilled in Python, TensorFlow, and PyTorch. Her professional background includes developing end-to-end AI pipelines and optimizing model deployment using FastAPIs.
Experience
AI Software Developer
Asmadiya Technologies
Developed RAG-based AI voice Assistance utilizing specific website content for conversational interaction. Implemented a comprehensive solution utilizing the Langchain framework, pre-trained LLM, Prompt Engineering, Embeddings models and vector databases to develop whole pipeline. Operationalized model deployment using FastAPIs, optimizing efficiency and accessibility. Achieved a 40-45% enhancement in AI voice Assistance response time through the implementation of automated real-time streaming.
AI Software Developer Intern
Asmadiya Technologies
Created a conversational chatbot utilizing the Langchain framework to process text pipelines across multiple finance PDFs. Implemented document embedding for efficient storage and retrieval of finance documents in a database. Created different agents to add the functionality of calculation. Utilized various search algorithms to enhance data retrieval speed and provide accurate responses to customer queries. Improved customer engagement by 30%.
Education
Dhirubhai Ambani Institute of Information and Communication Technology
MTech
Machine Learning(ICT)
Government Engineering College, Gandhinagar
B.E.
Information Technology