Jay Shankar Bera Email & Phone Number

Welcome to my LinkedIn Profile!I am a value-oriented data science professional with over 3 years of experience, specializing in creating innovative data-driven solutions and optimizing AI-driven agents for efficient query handling and problem resolutionCurrently, I am a Senior Associate - Data Analysis & AI at LC Adroit Vantage, where I am designing and optimizing LLM-driven agents with quick response times to handle complex queries efficiently. I am also conducting R&D efforts to fine-tune LLM models using synthetic data samplesPrior to my current role, I worked as a Data Scientist at iCore-CRS, WIPRO Bangalore, where I developed a query chatbot using Large Language Models (LLM) to enhance operational efficiency and improve incident-problem resolutionThroughout my career, I have demonstrated a strong commitment to delivering impactful solutions. Some of my key achievements include: - Automating multiple tasks by creating over 10 chatbots, resulting in the saving of 400 hours of annual manpower - Architecting graph-based solutions with sub-2 second response times against complex queries, leveraging LLM and Neo4j - Designing and developing real-time monitoring dashboards for LLM agents, enabling visualization of agent accuracy for improved performance tracking - Implementing and optimizing Neo4j Vector indexing and Neo4j vector similarity searching instances to generate Cypher queries from user queries with over 83% accuracy.My skillset encompasses a wide range of tools and technologies, including Python, DASH, NLP, Research, Data Analysis, Deep Learning, Machine Learning, Tensorflow 2.0, scikit-learn, and Optimization TechniquesI am proficient in working with Classification models, Large Language Models (LLM), Vector DB, Neo4j, and Knowledge GraphsTogether, let's drive innovation and make a positive impact on the world.

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  Amity University Jharkhand

  Computer Science