Gurnoor
Singh Saini

AI Engineer | LLM Systems & Full Stack

Building real-time LLM systems, RAG pipelines, and agentic AI workflows.

$ gurnoor --build
→ LLM systems
→ RAG pipelines
→ agentic AI
✓ shipped to prod

Agentic AI

Retrieval-Augmented Generation

Prompt Engineering

Large Language Models

Conversational Agents

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About Me

AI Engineer with 2 years of production experience building real-time LLM systems, RAG pipelines, and agentic AI workflows at Jungleworks. I specialize in deploying scalable, domain-specific GenAI solutions using FastAPI, LangChain, and cloud infrastructure, driving measurable cost reduction and automation across enterprise platforms.

From audio-to-audio LLM dialers to ONNX-optimized RAG pipelines, I ship GenAI that runs in production. At Jungleworks I integrated generative AI across five core platforms, built an AI chatbot generator, and fine-tuned Ultravox for a real-time AI caller achieving 2,000x cost efficiency over OpenAI's realtime model. Seeking AI/ML engineering roles focused on LLM applications and intelligent system design.

Download Resume

2Years experience

5Platforms shipped

2000xCost efficiency

AlwaysLearning

Technologies

Every tool I work with feeds one output: shipping production AI.

Experience

Associate Software Development Engineer (AI) · Jungleworks

June 2025 – Present · Remote, India

Spearheaded full-stack development of AI Dialer (Super SDR), a real-time conversational AI calling system using Fixie.ai's Ultravox model, achieving 2,000x cost efficiency over OpenAI's realtime model.
Integrated generative AI across five core platforms (Bulbul, Tookan, Hippo, Yelo, Outplay), reducing manual effort by 40% and increasing user engagement by 25%.
Engineered an AI Chatbot Generator for Hippo that converts helpdesk data into deployable LLM chatbots within 2 hours, cutting support load by 70%.
Developed a time-series Forecast Engine for Jugnoo predicting daily rides and rider availability with 98% accuracy.
Built Ideal Customer Profile detection, lead scoring, and reply-generation pipelines for Outplay, increasing qualified lead flow by 30–40%.

FastAPILangChainUltravoxNext.jsAWSPostgreSQL

Projects

Production GenAI and full-stack work, from real-time AI callers to ONNX-optimized RAG.

Super SDR

Real-time conversational AI sales caller and trainer built on fine-tuned Ultravox LLMs, with agentic call flows, multi-voice agents, and sub-second latency for natural conversations.

supersdr.ai/ai-dialer

FastAPINext.jsLlama 3.2UltravoxAWS S3

RAG Chatbot

Converted models to ONNX for local inference: 50% faster embeddings, 40% lower latency. Chroma vector store over 100K+ embeddings; Redis caching improved session performance 50%.

github.com/Sainigurnoor511/rag-chatbot

FastAPILangChainONNXRedisChromaHugging Face

Artify.ai

Streamlit image-generation app on the Flux Schnell API with an intuitive prompt-based interface. Deployed on GitHub with CI/CD for automated updates.

artify-ai.streamlit.app

PythonStable DiffusionStreamlitCI/CD

Education & More

Education

B.Tech in Computer Science and Engineering

GNA University, Phagwara

CGPA: 8.5+ · 2021 – 2025 · Punjab, India

Certifications

IBM Certified Full-Stack Developer
AWS Academy Data Center Technician
Application Development using Microservices & Serverless (IBM)
Node.js & MongoDB: Back-end Development (IBM)

Achievements

Won Best Innovation Idea & Pitching Award twice in national hackathons.
Top 10 finalist at HACKMOL 5.0, NIT Jalandhar.
Google Cloud Skill Boost badges: Cloud Fundamentals, Core Infrastructure, Core Services.

Get in Touch

Have a project in mind or want to collaborate? Let's connect.

Connect With Me

GitHub LinkedIn Email Phone

Punjab, India

Open to AI/ML Engineer roles · Full-time

GurnoorSingh Saini