Beyond Fine-Tuning Workshop : Build Your Own Domain-Aligned AI Model in Minutes
Invite-Only Workshop on Architecture-Level Alignment for Serious LLM Practitioners
Your data. Your domain. Your model. Build it, align it, evaluate it, and deploy it yourself.
🗓️ Date: Saturday, 19 September 2026
🕡 Time: Afternoon 4 PM to 5.30 PM
📍 Location: Virtual
About Event: This session is built for teams across legal, finance, insurance, healthcare & more who are putting LLMs into high-stakes workflows, contract review, compliance checks, claims processing, clinical documentation, and hitting the same wall: the model trains, evaluates reasonably well, and then hallucinates on domain-specific inputs or drifts from the behavior you trained for, right when reliability matters most. We are walking through architecture-level alignment, the technique behind Nugen's platform, built on a simple idea: your intelligence should be yours, not a general-purpose model you are borrowing and hoping behaves. You will leave with a model aligned to your own data, running on your own endpoint, that you own outright.
What you will build: By the end of this session, you will have a custom-aligned AI model built from your own data, live, at the architecture level, not through fine-tuning.
Why attend: Understand what architecture-level alignment means, and how it's different from fine-tuning Get hands-on with the Nugen platform using your own data Leave with a working custom-aligned model Get your questions answer
Who should attend: Founders, engineers, technical teams, and product owners in critical sectors like legal, finance, insurance, healthcare & more working with LLMs who need reliable, domain-specific model behavior - no prior alignment experience required.
Agenda:
4:00 – 4:20 PM: Why fine-tuning hits a reliability ceiling in regulated industries
4:20 – 5:00 PM: Live walkthrough - aligning a model on critical-sector data (legal, finance, insurance, healthcare & more) using the Nugen platform
5:00 – 5:15 PM: Platform deep-dive
5:15 – 5:30 PM: Q&A
Prerequisites:
Prerequisites :
This is hands-on workshop, Bring your laptop
Sign up at platform.nugen.in beforehand and keep your API key handy.
Read the docs at docs.nugen.in to get familiar with the platform
Nugen Intelligence is a Mumbai and San Francisco based AI research company with a founding team from Stanford, IIT Bombay, and University of Pune, backed by Antler's AI Disrupt fund. We build domain alignment technology for teams that fine-tune open-weights models. Think of it as neural surgery, both at train-time and at inference-time, so the model behaves with precision and consistency in your domain rather than approximating it. The aligned model and its inference endpoint are yours. Aligned models can adapt continuously from real production traffic, automatically or on demand, so the model keeps getting sharper without a manual retraining cycle. This is an invite-only session with limited seats. Apply now to secure a spot.