About me

Hello! I'm Kavya, an AI and Data professional with a background in software testing and analytics. Currently working as an AI Engineer, I focus on building data-driven solutions using Gen AI, LLMs, Machine Learning, SQL, Power BI, and Python. I hold a Bachelor's degree in Electrical and Electronics Engineering.

My recent work and interests are centered around Generative AI and LLM-based applications, including chatbot development, Retrieval-Augmented Generation (RAG), and enterprise AI solutions.

I actively share my learning through technical blogs on Medium, contributing to the data and AI community. Beyond technology, I am an Artist and Calligrapher, reflecting my creativity and attention to detail.

I am passionate about growing as an AI Engineer and contributing to innovative AI-driven solutions.

Skills

  • Languages & Tools

    Python SQL PowerBI FastAPI

  • Data Science Libraries

    Pandas NumPy Seaborn Scikit-Learn Matplotlib Keras

  • Data Science Techniques

    Data Preprocessing EDA Data Visualization Data Analysis Feature Engineering

  • Machine Learning

    Supervised Learning Regression Classification Predictive Learning Deep Learning CNN NLP

  • Gen AI

    Azure OpenAI Chatbot Prompt Engineering RAG LangChain LLM GCP Vertex AI

  • Database

    MySQL Cosmos DB Redis BigQuery GCS PostgreSQL

  • Project Management

    Jira Azure DevOps (ADO) Boards

Resume

Education

  1. B.E in Electrical and Electronics Engineering

    2016 — 2020

    Sri Venkateswara College of Engineering, Sriperumbudur | CGPA: 9.43

Experience

  1. System Engineer | Tata Consultancy Services, Bangalore

    Oct 2024 — Present
    • GenAI Chatbots: Contributed to GenAI initiatives at Lloyds Banking Group, building enterprise-grade chatbots using GCP Gemini LLM, LangChain, RAG, PostgreSQL, and FastAPI microservices.
    • Data Discovery: Built a GenAI Data Discovery chatbot enabling natural-language querying across enterprise datasets with a router agent for structured and unstructured queries.
    • DOI Chatbot: Developed and deployed a Declaration of Intent (DOI) chatbot that guides users in completing compliance forms, with scalable data ingestion and multi-environment deployments.
    • Data Contract: Designed a compliance automation solution for detecting Personally Identifiable Data Categories (PDC) via automated scripts and API-based microservices.
    • AIOps Support: Supported the Cortex AI platform (AIOps) by onboarding users, resolving queries, and delivering a GenAI-powered chatbot POC for intelligent document access.

  2. AI/ML Computational Science Analyst | Accenture, Chennai

    Feb 2023 — Sep 2024
    • Finance Chatbot: Developed a Gen AI-driven Finance Chatbot to assist the corporate finance team with financial queries, improving customer service efficiency.
    • InnovateGPT: Built a chatbot converting natural language inputs into SQL queries for patent innovation data retrieval from BigQuery.
    • RAI Assistant: Contributed to a virtual Responsible AI (RAI) assistant for RAI assessment, principles, policies, and compliance queries.
    • Questionnaire POC: Developed a POC that auto-generates personalized questionnaires from client inputs, identifying risks and providing recommendations.

  3. Application Development Associate | Accenture, Chennai

    Jan 2021 — Feb 2023
    • System Upgrade: Worked on Air Cargo Reservation and Capacity Application upgrade from v6.0 to v8.1 as part of Accenture Freight Logistics Service (AFLS).
    • Testing Optimization: Reduced testing time by 20% and improved defect detection rate by 15% through data-driven analysis and collaboration with cross-functional teams.

Blog

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