About vanitha
I have over five years of experience in developing innovative AI-driven chatbot systems that enhance user experience before purchasing a product. I use Large Language Models (LLMs) with few-shot learning to extract data from input, KG reasoning to fetch relevant answers, and natural language generation to produce natural responses. I have also contributed to the deployment and commercialization of a Korean question answering system with CS Chatbot, using sentence transformers and graph-based knowledge enrichment models. I have received multiple awards for showcasing strong expertise in deep learning and TensorFlow, knowledge sharing, leadership qualities, and outstanding client outcomes. I am passionate about advancing the field of conversational AI and NLP, and applying them to real-world problems and solutions.
Key Skills
Experience
Senior Architect - Ai / Ml
CurrentAxa
Ai Senior Research Engineer
Lg Soft India
* Developed innovative AI driven chatbotsystem which includes KG population and * retrieval system to enhance user experience before purchasing a product * Implemented retrieval system which includes NLU, reasoning & NLG * Used Large Language models with few shot learning to extract the data from input , KG * reasoning to fetch relevant answers and generating natural answer * Develop E2E solution that can understand user’s LG product related queries and respond * back with appropriate information from manual Deployment of KER on AIX platform and * commercialization of KER(Korean) with CS Chatbot. * Developed module sentence similarity module using Sentence Transformers * Developed KG reasoning module to retrieve data from KG(Neo4j) * Worked on Data modeling module to store data in KG in effective way * Achieved a remarkable 97% for both English & Korean language & E2E latency <800ms * Skills: Prompt Engineering, Large Language Models (LLM) GPT-3.5, Langchain, LG * EXAONE, Generative AI, Sentence Similarity, Transformers , Knowledge graph, Neo4j, Data * Modeling, PyTorch, Docker, AWS, Kubernetes, Natural Language Processing (NLP)
Software Developer
Fossilshale Embedded Technologies (p) Ltd.,
* Developed Android TV Nettv application development that enables dashboard feature on * the bootup of TV as per the settings * Android application and framework development * Developing Embedded middleware application development * Gstreamer based surveillance application development * Experience in libcurl,libxml,JSON,aliyun oss application development * Skills:,Android Nougat, C, Gstreamer framework,Core Java ,Git ,JSON,TI’s IPNC * SDK,Git,SVN
Education
Texas Mccombs School Of Business
Rvs College Of Engineering And Technology
Bachelor Of Engineering
Annamalaiar Mills Girls Higher Secondary School
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Common Questions
What is vanitha's expertise?
vanitha specializes in LLM Engineer, with expertise in agents, android development, c (programming language), computer vision, containerization.
Where is vanitha located?
vanitha is based in bangalore, karnataka, india.
How much experience does vanitha have?
vanitha has 14+ years of professional experience.
How can I contact vanitha?
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