• As a Data Scientist Intern at Tensor Solution Tech Pvt. Ltd., I am contributing to AI-driven search solutions. I explore and implement AI techniques, including agents and tools to enhance search capabilities.
• Developed advanced search systems supporting vector, keyword, image-to-image, text-to-image, speech-to-speech, speech-to-text, and text-to-speech queries, enabling fast and multi-modal retrieval.
• Designed and deployed robust FastAPI-based microservices for tasks like image captioning, OCR, translation, language detection, and audio-text conversions.
• Integrated LLMs and ML models from Hugging Face and other sources to power intelligent tool-calling and agent-style reasoning in conversational search pipelines.
• Built a dynamic agent-based search framework that gathers, analyzes, and synthesizes information before responding — mimicking human-like query reasoning.
• Created and integrated a Shopify plugin to bring these AI-powered services directly into merchant workflows for enhanced product discovery.
Technologies - Python, FastAPI, MongoDB, Typesense, LangChain, Transformers, HuggingFace, Docker, Pydantic