For students
Pick a brief below, or bring the problem statement your department handed you. We architect it with you, review every commit, deploy it to a real URL, and rehearse the viva until no question surprises you.
See student support4 scoped briefs
2 mini · 2 major
Calling an LLM API is the easy part. The engineering is everything around it: chunking and retrieval that actually finds the right passage, evaluation so you can prove it improved, guardrails, cost control, and a fallback for when the model is wrong. That is what we teach and what we build.
Two audiences, one engineering standard
Pick a brief below, or bring the problem statement your department handed you. We architect it with you, review every commit, deploy it to a real URL, and rehearse the viva until no question surprises you.
See student supportRAG over your own documents, support copilots, document extraction pipelines, agentic workflows, and evaluation harnesses so you can measure quality instead of guessing.
Discuss a company buildMini projects
Three to four weeks. Narrow enough to finish, deep enough that you learn the decision that actually matters.
Upload a corpus, ask questions, get answers with citations — and a retrieval evaluation report that proves it works.
You walk away with
Rank candidates against a job description and, crucially, show why — with a bias audit on the output.
You walk away with
Major projects
Ten to twelve weeks. Architecture, trade-offs, failure modes, deployment, and evidence—the project that carries an interview.
Planner, researcher, and critic agents that decompose a question, search, and adversarially verify each other before answering.
You walk away with
Speech in, grounded answer out, with escalation to a human when confidence drops below a threshold.
You walk away with
Explore more
Bring us a product brief, a business problem, or a final-year project. We’ll turn it into a clear scope, a working build, and a handover you fully own.
Prefer email? info@tenzok.in