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Ellen Yang, Recruiter We are looking for an experienced AI Chatbot Developer with expertise in handling large datasets and preparing data for custom chatbot solutions. The focus lies on OCR-based document processing, data preparation, and integrating chatbots with advanced data handling pipelines.
Responsibilities:
OCR Processing and Data Preparation:
- Apply OCR algorithms to extract structured data from large volumes of unstructured documents (e.g., PDFs).
- Optimize extracted data for use in vector databases for efficient querying and retrieval.
Chatbot Development:
- Design and implement custom AI chatbots capable of retrieving and processing complex data (e.g., user manuals, contracts, or product information).
- Ensure chatbots can handle real-time queries and deliver accurate, context-aware responses.
Database Management:
- Integrate chatbots with vector databases to enable semantic search and improve query performance.
- Build pipelines to store, process, and retrieve data efficiently in large-scale applications.
Optimization and Automation:
- Streamline the data processing and retrieval pipeline to optimize chatbot performance.
- Automate repetitive tasks in data preparation and ensure scalability for handling large datasets.
Ideal Candidate:
- Strong experience in OCR implementation and processing large amounts of unstructured data.
- Proficiency in developing AI-based chatbots using frameworks such as Dialogflow, Rasa, or custom ML models.
- Experience with vector databases (e.g., Pinecone, Weaviate, or similar) for semantic search applications.
- Solid understanding of data pipelines, preprocessing, and optimization for AI systems.
This role is for professionals who can build advanced, data-driven chatbot systems and optimize the entire pipeline from data extraction to conversational output.