Overview
Work History
Education
Skills
Certification
Hobbies and Interests
Timeline
Generic
Ganta Gourish

Ganta Gourish

Hyderabad

Overview

3
3
years of professional experience
1
1
Certification

Work History

AI Agents Developer - AI Agent for Employee Skill

TCS
Hyderabad
06.2025 - Current
  • Developed an LLM agent for Employee Skill Development & Career Progression.
  • Tech stack: Typescript, MongoDB, LangChain, LangGraph, Node JS, Nest JS, Redis, Langfuse.
  • Developed an AI-driven career assistant using LangChain and LangGraph in TypeScript to support employees' skills journeys, offering personalized advice, learning opportunities, and mentor connections.
  • Integrated third-party APIs to access employee data, learning recommendations, and skill assessments, enriching the agent's ability to provide tailored career guidance.
  • Orchestrated a multi-agent system leveraging LangGraph's graph-based architecture to manage complex workflows, ensuring efficient coordination between various AI agents and external tools.
  • Implemented stateful execution with LangGraph, utilizing TypedDict-based state management and checkpoints to maintain context and facilitate debugging across the agent's lifecycle.
  • Collaborated with cross-functional teams to align the AI agent's capabilities with organizational goals, contributing to a scalable solution that enhances employee development and retention.

AI Agents Developer - AI Powered Reservation Agent

TCS
Hyderabad
12.2024 - 05.2025
  • Developed an LLM agent for workspace reservation.
  • Tech stack: Python, MongoDB, LangChain, LangGraph, FastAPI.
  • Developed a Python-based AI agent utilizing LangChain and LangGraph to facilitate workspace and meeting room reservations, including capabilities to edit, cancel, and view bookings via natural language commands.
  • Engineered a dynamic agent architecture employing large language models (LLMs) to interpret user queries and route tasks to appropriate sub agents, enhancing task-specific accuracy and efficiency.
  • Implemented sliding window memory management to optimize LLM token usage, maintaining relevant conversational history while adhering to token limits, and ensuring seamless user interactions.
  • Integrated persistent state management for robust logging and debugging, enabling error recovery, and facilitating human-in-the-loop workflows through LangGraph's stateful graph execution.
  • Delivered a pilot-ready proof of concept (PoC), demonstrating the agent's capability to handle real-world reservation scenarios, laying the groundwork for scalable deployment.

Data Analyst

TCS
Hyderabad
07.2022 - 12.2024
  • Developed and maintained a Dialogflow-based AI assistant in an Employee Assistance Platform.
  • Tech Stack: Python, DialogFlow, MySQL.
  • Developed a comprehensive AI assistant utilizing DialogFlow to streamline over 30 employee functions, including timesheet submissions, company research, and HR communications, enhancing daily operational efficiency.
  • Engineered intent mapping by analyzing user queries and mapping them to appropriate DialogFlow intents, ensuring accurate understanding and response to diverse employee requests.
  • Created an interactive dashboard using Python and Streamlit to monitor intent performance across four environments, tracking metrics such as training phrases, entities, and usage statistics.
  • Implemented SQL-based analytics to extract daily batch data, providing insights into intent usage patterns, user demographics (e.g., manager, director, staff), and quarterly trends, informing data-driven decision-making.
  • Established robust intent lifecycle management by maintaining logs of intent creation, deletion, and merging activities, facilitating transparent tracking, and supporting Business Analysts in feature development prioritization.

Education

B.Tech. - Electronics And Communications Engineering

Gayatri Vidya Parishad College of Engineering(A)
Visakhapatnam
06-2022

Skills

  • Programming languages: Python, Typescript
  • Backend frameworks: Nodejs
  • Databases: MySQL
  • Generative AI frameworks: LangChain and LangGraph
  • AI platforms: DialogFlow, Azure Conversational Language Understanding

Certification

  • Microsoft Technology Associate in Programming using Python
  • Internship certification by Verzeo partnered with Microsoft
  • Udemy and Frescoplay courses in Natural Language Processing

Hobbies and Interests

Listening Music, Playing Chess

Timeline

AI Agents Developer - AI Agent for Employee Skill

TCS
06.2025 - Current

AI Agents Developer - AI Powered Reservation Agent

TCS
12.2024 - 05.2025

Data Analyst

TCS
07.2022 - 12.2024

B.Tech. - Electronics And Communications Engineering

Gayatri Vidya Parishad College of Engineering(A)

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Ganta Gourish