Vanitha alagarsamy

AI Researcher

Bengaluru, Karnataka, India13 yrs 4 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Over 13 years of experience in AI and NLP.
Expertise in Large Language Models and Generative AI.
Award-winning contributions in deep learning and knowledge sharing.

Stackforce AI infers this person is a Conversational AI and NLP specialist with a focus on innovative AI solutions.

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Skills

Core Skills

Large Language Models (llm)Natural Language Processing (nlp)Android DevelopmentEmbedded Systems

Other Skills

Prompt EngineeringLarge Language Models (LLM) GPT-3.5LangchainGenerative AISentence SimilarityTransformersKnowledge graphNeo4jData ModelingPyTorchDockerAWSKubernetesAndroid NougatC

About

I have over 13 years of experience, with more than 7 years focused on building innovative AI and NLP solutions. My work involves using Large Language Models (LLMs), few-shot learning, and knowledge graph reasoning to extract insights and generate natural language responses. In one of my previous projects, I helped deploy a Korean question-answering system with a CS Chatbot, using sentence transformers and graph-based knowledge enrichment techniques. Over the years, I have received multiple awards for my work in deep learning, TensorFlow, and knowledge sharing, along with my contributions to team leadership and client success. I am passionate about Conversational AI, NLP, and Generative AI, and I enjoy applying these technologies to solve real-world problems and deliver meaningful impact.

Experience

13 yrs 4 mos

Total Experience

4 yrs 5 mos

Average Tenure

Current Experience

Axa

Senior Architect - AI/ML

Aug 2024 – Mar 2026 · 1 yr 7 mos · Bengaluru · Hybrid

Lg soft india

AI Senior Research Engineer

Dec 2018 – Aug 2024 · 5 yrs 8 mos · Bengaluru, Karnataka, 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)

Prompt EngineeringLarge Language Models (LLM) GPT-3.5LangchainGenerative AISentence SimilarityTransformers+9

Fossilshale embedded technologies (p) ltd.,

Software Developer

Oct 2012 – Nov 2018 · 6 yrs 1 mo · Bengaluru, Karnataka, India

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