# Build AI That Actually Ships.

Join the team turning 2.5 billion automotive repair events into production-grade AI — used by 200K+ professionals worldwide.

## The Domain

### A Genuinely Hard Problem in a $1 Trillion Industry.

#### Why Automotive AI is Uniquely Hard
1. Free-text notes written by technicians, not engineers
2. 13+ languages, dialects, abbreviations & slang
3. Millions of part numbers, OEM codes & variants
4. Real-time safety decisions — zero hallucination tolerance
5. Proprietary ontology: 13 years of real repair data

#### Why It's an Exciting Place to Build
1. Automotive aftermarket: 280M+ vehicles on US roads
2. Your models influence real repair decisions daily
3. No toy datasets — 2.5B real-world repair events
4. Agentic AI workflows in production, not just demos
5. Customers: Snap-on, MOTOR, Mercedes-Benz, Mitchell1

## The Technology

### A Stack That Would Make Any AI Engineer Excited.

#### LLMs & Fine-Tuning
- PrediiLLM: 3B-param domain model. 95.6% accuracy at 0.8s. Fine-tuned on automotive ontology with proprietary eval data.

#### Production RAG
- Pipelines over massive repair order corpora. QDrant vector DB. Real retrieval at scale — not classroom theory.

#### Agentic Workflows
- Orchestrated multi-agent systems for diagnostic, estimation & parts workflows. VLLM inference.

#### Infrastructure
- Azure Kubernetes/Docker at scale. MongoDB + vector DBs. SOC2 compliant. Isolated cloud & on-prem deployments.

#### Machine Translation
- Intent discovery, classification, embedding models. Machine translation across 13+ languages including regional variants.

#### Claude Code & Frontier Models
- Anthropic Claude Sonnet 4.6 in production. GPT integration. We use the best tool for the job — not the cheapest.

## Research & Intellectual Property

### Your Work Goes Beyond Shipping Code.

- 3+ Active Granted Research Patents
- US patents covering normalization & intent discovery engines
- Continuous IP development as you publish real papers
- Your name on a patent. Your research published. Your work cited.

## The Environment

### Two World-Class Offices. One Global Team.

**Palo Alto, CA**  
- Heart of global AI innovation  
- Direct access to US automotive technology ecosystem  
- Network with leading AI & automotive professionals

**Pune, India**  
- 18 FTE engineering team — growing fast  
- Modern collaboration space with strong culture  
- 2-week agile sprints with real ownership

## Growth & Development

### We Invest in You — Not Just Your Output.

- Automotive Training: Deep domain immersion: OEM content, diagnostic workflows, parts ecosystems.
- Direct access to founders, automotive AI veterans, and a board network spanning M&A, technology, and enterprise software.
- Active university & industry research partnerships. Present at conferences. Publish papers.
- Contributions that create novel IP go through the patent process. Named inventors on granted US patents — a credential that follows you for life.

## Life at Predii

### Great Perks. Genuine Culture.

- Competitive Compensation: Strong salary + benefits package with outstanding company culture built on respect and results.
- MacBook Pro on Day One.
- International Travel: Regular travel between Pune and Palo Alto.
- Global Network Access: Exposure to automotive and AI industry leaders.
- Agile Ownership: 2-week sprints with real accountability. Your code ships. Your models run. Your decisions matter.
- Culture That Shows Up: Team events, celebrations, and a team that genuinely enjoys working together.

## Ready to Build?

### Let's Talk.

We're looking for engineers and researchers who want to work on real AI, in a domain that matters, with a team that ships.

### Contact Recruiting
**Swati Babusheth** [swati@predii.com](mailto:swati@predii.com) | +91 98812 54065

predii.com | linkedin.com/company/predii