A high-impact, 15-session technical workshop held every alternate day throughout October. Built for engineers, academics, researchers, and creators looking to build real-world AI architecture.
5WINOVA is structured like a graduate lab intensive. Zero fluff, 100% practical deployment.
Build transformers, fine-tune open-weight models (Llama 3 / Mistral), and optimize attention mechanisms directly from raw code.
Deploy autonomous multi-agent systems, vector databases, embedded search pipelines, and tool-calling execution loops.
Model quantization (GGUF, AWQ), local hardware acceleration on GPUs/NPUs, and full-stack web API integration.
Sessions run every Monday, Wednesday, and Friday from 7:00 PM to 8:00 PM at Town Hall, Surendranagar.
Vector spaces, matrix multiplication, and loss functions simplified for modern software engineers.
Understanding Self-Attention, Multi-head Querying, Positional Encodings, and Feed-Forward Blocks.
Hands-on session: training a custom classifier with backpropagation and gradient descent visualization.
Local execution, tokenization pipelines, context windows, and inference optimizations.
Customizing LLMs on proprietary domain datasets with low-rank adaptation techniques.
Vector embeddings, hybrid search, Pinecone/Qdrant integration, and chunking strategies.
LangGraph, AutoGen, and tool-calling loops for multi-step reasoning systems.
Real-time object tracking, visual QA, and multimodal embedding spaces.
Squeezing 70B parameter models down to run smoothly on edge and consumer devices.
vLLM, Ollama, FastAPI, and streaming token response management.
Prompt injection prevention, NeMo Guardrails, and enterprise governance frameworks.
Designing responsive generative UX, live WebSocket streams, and canvas interaction modes.
Deploying models on Raspberry Pi, Jetson Nano, and Apple Silicon Neural Engines.
Building your independent AI application with direct 1-on-1 architect code reviews.
Live project presentations, keynotes, networking dinner, and distribution of official 5WINOVA certificates.
Seats are strictly limited to maintain high instructor-to-candidate interaction quality.
For candidates registering before September 1st.
Standard registration active from September 1st onwards.
5WINOVA convenes annually every October.
Fill in your technical details below to apply for the October workshop.
Your application has been logged successfully into our candidate review desk.
Our team will reach out on with session orientation details.
Have questions about seat availability, group bookings, or venue directions?
Town Hall, Surendranagar, Gujarat, India
15 Sessions • Oct 1st - Oct 31st (Mon, Wed, Fri)
Thank you for reaching out to 5WINOVA. Our organizing team will respond shortly.