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Kushagra Agrawal

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Telangana, India

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Jobs verified_user 0% verified
  • Mobius by Gaian
    AI Engineering and Research
    Mobius by Gaian
    May 2025 - Current (1 year 6 months)
    Developed a specialized AI agent for executing complex API calls across internal databases and CDN endpoints, utilizing a hybrid approach of RAG for context retrieval and a QLoRA-finetuned LLM for precise function calling and API payload generation. Built a generalized Python package to abstract and streamline the creation of Kubeflow pipelines, specifically optimized for rapid prototyping, testing, and deployment of diverse Graph Neural Network (GNN) models and use cases. Established a robust evaluation framework for Small Language Models (SLMs), comparing fine-tuned models on function calling capabilities using both industry benchmarks and custom heuristic evaluation methods.
  • Gupshup
    SDE - AI
    Gupshup
    Mar 2024 - May 2025 (1 year 3 months)
    Contributed to Gupshup's AI chatbot platform, enabling businesses to create Al-powered chatbots using Retrieval-Augmented Generation (RAG) and AI agent. Researched and integrated emerging AI models and techniques to enhance platform capabilities. Independently managed and optimized the tool execution pipeline for AI agents, improving efficiency (+70% RPS), reducing response time, and ensuring secure, isolated tool execution. Maintained a service to provide multiple LLM endpoints (OpenAI, Azure, Groq, Claude, locally hosted models). Implemented streaming endpoints for Gemini and OpenAI, enhancing real-time text and voice agent integration. Enhanced voice AI agents by implementing noise filtering using ML models and integrating Gemini streami
  • O
    SDE Internship
    OneNine AI
    Jul 2023 - Feb 2024 (8 months)
    Worked on a chatbot platform supporting multiple LLMs with diverse use cases. Integrated ChatGPT Azure API, set up CI/CD pipelines, and implemented FastAPI and PostgreSQL backend services. Developed NextAuth-based user authentication with PostgreSQL and JWT token security. Built a no-code fine-tuning platform for models like Mistral 7B (QLORA) and OpenAI GPT-3.5 using Transformers (Hugging Face) with FastAPI and NodeJS integration.
Education verified_user 0% verified
  • Indian Institute of Technology
    B.Tech with Major in Electric Engineering and Minor in Computer Science
    Indian Institute of Technology
    Nov 2020 - Jun 2024 (3 years 8 months)
Publications verified_user 0% verified
  • S
    Story-Yarn: An Interactive Story Building Application
    Dec 2024