Start with the person.
I work backward from the user outcome: what should this make easier, and what does a useful result look like?
Hi, I'm Ayush.
I like turning a useful idea into a system people can actually use.
I'm Ayush Chougula, an AI Systems Engineer based in Pune, India. I build across agentic workflows, RAG pipelines, voice AI, and full-stack products.
At Quensulting AI LLP, I build voice agents and automation with Retell, Vapi, n8n, and FastAPI. Before that, I worked on agentic workflows and LLM evaluation at Persistent Systems.
I balance my Computer Science degree at MIT ADT University with internships and freelance client work. I care about explainable engineering decisions, grounded AI outputs, and fallback paths that hold up when a dependency fails.
How I think.
A few things I bring to every build.
Think through the whole system.
Interfaces, APIs, authentication, data flow, and deployment all belong in the same conversation.
Care about the messy edges.
Weak inputs, uncertain answers, latency, and fallback paths matter. I use evaluation and regression checks to make behavior easier to trust.
Still learning. Always building.
MIT ADT University
B.Tech Computer Science & Engineering
CGPA: 8.3 / 10 · Graduating July 2027
Currently curious about
- Agentic AI workflows
- RAG systems
- Voice AI agents
- LLM evaluation & hallucination detection
- Full-stack AI products
Learning beyond the build.
Courses that support the practical work.
AI for Everyone
DeepLearning.AI · Feb 2025
Programming in Python
Meta · Feb 2025
AWS Cloud Practitioner Cloud Quest
Amazon Web Services · Jan 2024
Computational Thinking for Problem Solving
Penn Engineering · Dec 2023
A good next chapter.
Open to freelance projects, AI engineering opportunities, and full-time AI / software engineering roles for 2027.
- AI Engineer · 2027 graduate roles
- Software Engineer · 2027 graduate roles
- AI Systems / Agentic AI Developer
- Freelance AI & full-stack projects
Contact
Let's build something useful.
I'm open to AI engineering internships, full-stack roles, freelance builds, and collaboration around practical AI systems.
Best fit
Open to freelance projects, AI engineering opportunities, and full-time AI / software engineering roles for 2027.
AI systems / agentic workflowsRAG and document AIVoice AI agentsFull-stack AI productsBackend/API integrations
Direct contact
Open an email draft
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