Headline

Senior Machine Learning Engineer at Ctruh

About

I am a Machine Learning Engineer with around 5 years of experience architecting scalable, end-to-end AI products from concept to deployment. Driven by a builder's mindset, I have engineered four distinct production systems alongside my full-time work. My core expertise spans computer vision pipelines, multi-agent orchestration using LLMs and RAG, and comprehensive MLOps. Most recently, I led a three-person AI/ML R&D team at Styldod, where I developed complex 2D-to-3D scene reconstruction pipelines and launched an autonomous multi-agent Image AI system utilizing MCP architecture and LangChain. I am deeply passionate about optimization and infrastructure; I have successfully cut operational costs by 70% through deploying self-hosted LLMs and reduced inference latencies by over 85% to maximize API throughput and enable efficient GPU auto-scaling. Beyond enterprise roles, my independent engineering projects reflect a commitment to solving difficult AI challenges. I engineered ScaleWaveAI, a serverless AI inference platform with auto-scaling GPU clusters, and built KyoudaiClub, a full-stack real-time LLM character platform engineered for low-latency streaming. Equipped with a MicroMasters in Statistics and Data Science from MITx, I thrive at the intersection of deep research and production engineering, specializing in turning complex ML concepts into high-performing, user-centric applications.

Location

Bengaluru

AI stack

cursor

hermes agent

hugging face

langchain

langgraph

mcp

Work experience

Senior Machine Learning Engineer at Ctruh, Jul 2026 - Sep 2026 · 3 mos, Bengaluru, Karnataka, India

Machine Learning Engineer at Styldod, Inc, Oct 2021 - Apr 2026 · 4 yrs 7 mos, Bengaluru, Karnataka, India, • Lead a 3 person AI/​ML R&D team building computer vision, 3D, and generative AI solutions for visual automation. • Architected a 2D to 3D scene reconstruction pipeline using an ensemble of ML models and linear algebra for spatially accurate 3D furniture placement from single images. • Launched Reimagine Home's⁠ first Image AI Agent, orchestrated a multi-agent system featuring inter-agent communication. This collaborative architecture automated complex tool calling across image generation APIs, database fetching, live Amazon API integrations, and content moderation. • Engineered an automated content pipeline targeting AI search engines, driving a 17% increase in new user acquisition. Architected agentic tool calling to handle autonomous internet research, cross linking, and citation generation. • Cut operational costs by 70% by architecting a production MLOps system that deploys self-hosted LLMs and image generation models, serving millions of monthly requests. • Slashed VLM and image generation cold start latencies by over 85% (down to 50s and 37s) by optimizing inference pipelines, maximizing API throughput and enabling efficient GPU auto-scaling. • Trained Diffusion models across multi GPU clusters on millions of images. Built a custom Human-in-the-Loop evaluation pipeline to bypass unreliable loss graphs and ensure high fidelity production deployments.

Research Engineer at RAx Labs, Jul 2021 - Oct 2021 · 4 mos, Ahmedabad, Gujarat, India, • Developed an NLP pipeline and Twitter bot for real-time research paper summarization, enhancing algorithms for sentence ranking and information extraction. • Deployed scalable backend architectures via Docker on AWS ECS with a full observability stack (Prometheus, Grafana, DataDog) for production monitoring. • Optimized heavy Elasticsearch queries indexing thousands of complex PDFs, minimizing retrieval latency for academic research data.

AI/ML Intern at Zimyo, Mar 2021 - Jun 2021 · 4 mos, Gurugram, Haryana, India, • Created a conversational Chat Bot it detect the sentiment and take actions accordingly. It’s also capable of correcting user errors out of the box. • Tensorflow, NLTK is used to train the model. • NGINX is used to handle to requests. • AWS ec2 used for deployment.

Education

BSc, Mathematics, Sabarmati University

MicroMasters, Statistics and Data Science, MITx

Public links

yuvraj97.com: https://www.yuvraj97.com/