Build Production-Ready
AI Systems
I help startups, product teams, and businesses design, build, and deploy LLM applications, RAG systems, AI agents, and MLOps infrastructure that move from prototype to production.
Services
AI Systems I Can Build With You
LLM Infrastructure
Designing reliable LLM backends with model routing, vector search, observability, evals, guardrails, and cost controls.
RAG & AI Applications
Building private knowledge assistants, document intelligence systems, and workflow copilots over your business data.
MLOps & ML Pipelines
Taking models from notebooks to production with CI/CD, monitoring, feature pipelines, deployment, and rollback workflows.
Cloud AI Architecture
Planning secure, scalable AI infrastructure across APIs, containers, queues, inference services, and cloud deployments.
About Me
A Personal Portfolio Backed by Production AI Work.
I'm Karan Shingde, an AI Engineer and consultant focused on useful systems: LLM infrastructure, RAG applications, AI agents, forecasting workflows, and MLOps pipelines.
I've led production GenAI and ML work, collaborated with research teams, built technical content for AI communities, and helped businesses turn AI prototypes into deployable products.
This site is both my service home and my personal portfolio: the work, writing, speaking, and experiments that shape how I build.
Technical Arsenal
Testimonials
Trusted by Industry Leaders
"Karan's ability to translate complex theoretical concepts in Federated Learning into robust, working code is exceptional. His work on data poisoning defense was critical to our research success."
"We needed a scalable MLOps pipeline for our real estate forecasting model. Karan delivered a system that cut our deployment time by 60%. His architecture recommendations were spot on."
"The AI-driven SEO strategy Karan implemented doubled our organic traffic in 3 months. He doesn't just build websites; he builds growth engines."
"Karan delivered articles on RAG and AI to our blog. The content was engaging and informative. He is a great communicator and a quick learner."
Community & Giving Back
Empowering the Next Gen
Beyond building systems, I am passionate about democratizing AI knowledge. From speaking at local tech meetups to mentoring students, I believe in open knowledge sharing.
Tech Speaker
Regular speaker at Mumbai AI Meetups, demystifying topics like LLMs, RAG, and Vector Databases for over 500+ developers.
Volunteer Experience
Mentoring fresh graduates and contributing to open-source AI documentation to make complex tech accessible (LangChain, Qdrant).
Contact
Book an AI Consultation
Share what you're trying to build, improve, or automate. I can help scope the right LLM infrastructure, RAG system, agent workflow, or MLOps path.
Choose a Time
Book directly on the calendar.
Email me directly:
karanshingde@gmail.com