What We DoServicesStackTrainingHire Engineers
Bengaluru · Available Globally Remote

Build. Fix. Train.
Real AI, in Production.

A full-circle AI engineering company run by practitioners who've shipped AI — not demos. We embed engineers, rescue broken projects, and build the next generation.

Hire AI EngineersSee How It Works ›
<48h
First match delivered
100%
AI-specialized only
0
Generic developers
100%
IP owned by you
The Problem

Most enterprise AI
projects fail.

Broken pipelines. Hallucinating models. Bad RAG. Engineers who've never shipped in production. Companies burn crores on AI with zero ROI.

🔍

Can't find real AI engineers

Most "AI engineers" have never shipped AI in production. Notebook skill ≠ production engineering.

💸

Wasted crores on broken AI

Enterprises burn budgets on hallucinating models, failed RAG systems, and pipelines that don't scale.

🎯

No path to AI engineering

Graduates and engineers want in, but there's no honest, industry-ready training available.

Three Pillars

One company.
Three ways we help.

01 — BUILD
⚡⚡
Build
We embed elite, vetted AI engineers directly into your startup or enterprise team. Engineers who ship production AI — not slide decks, not demos.
Explore services ›
02 — FIX
🛠️🛠️
Fix
We repair the damage done by bad AI. Broken LLM pipelines. Hallucination issues. Underperforming RAG. We diagnose, fix, fine-tune, and measure ROI.
See damage control ›
03 — TRAIN
🎓🎓
Train
We take fresh graduates and working engineers and transform them into full-fledged, industry-ready AI engineers. Not certificates — real capability.
About the program ›
Services

Everything you need
to ship AI.

Outcome-based, milestone-driven contracts. You pay for what ships — not hours logged or slide decks delivered.

End-to-end expertise across the entire AI lifecycle, from initial strategic audits to deploying state-of-the-art scalable systems.

01
🔍🔍
AI Readiness Audit
Map your stack, surface opportunities, fix bad implementations, deliver a prioritized roadmap.
02
🛠️🛠️
AI Damage Control
Repair broken LLM pipelines, hallucinations, bad RAG, and failed AI projects.
03
🤖🤖
AI Product Development
RAG apps, agents, chatbots, LLM pipelines, intelligent search — built and shipped.
04
🧠🧠
Fine-Tuning
LoRA, QLoRA, RLHF on proprietary data for domain-specific model behavior.
05
💻💻
Embedded AI Engineer
Senior AI engineer in your team on monthly retainer. Full delivery ownership.
06
⚡⚡
AI Team Sprint
2–4 week intensive. Prototype to production. Fast, focused, milestone-driven.
07
📊📊
ROI Measurement
Track and report real business impact of every AI investment. Know what shipped.
08
🎓🎓
AI Engineer Training
Transform graduates and engineers into industry-ready AI practitioners.
Tech Stack

Every tool in the modern AI stack.

No vendor lock-in. Every major LLM, vector DB, fine-tuning library, and orchestration framework.

OpenAI
Anthropic
Gemini
Llama 3
GPT-4o
LangChain
LangGraph
AutoGen
CrewAI
Mistral
Cohere
Groq
OpenAI
Anthropic
Gemini
Llama 3
GPT-4o
LangChain
LangGraph
AutoGen
CrewAI
Mistral
Cohere
Groq
OpenAI
Anthropic
Gemini
Llama 3
GPT-4o
LangChain
LangGraph
AutoGen
CrewAI
Mistral
Cohere
Groq
Pinecone
Weaviate
Chroma
pgvector
SageMaker
Modal
Replicate
HuggingFace
LoRA / QLoRA
RLHF
Axolotl
MLflow
Pinecone
Weaviate
Chroma
pgvector
SageMaker
Modal
Replicate
HuggingFace
LoRA / QLoRA
RLHF
Axolotl
MLflow
Pinecone
Weaviate
Chroma
pgvector
SageMaker
Modal
Replicate
HuggingFace
LoRA / QLoRA
RLHF
Axolotl
MLflow
Embedded Engineers

Production AI engineers,
inside your team.

We place senior AI engineers directly into your team. They own delivery end-to-end — architecture to deployment. Matched in less than 48 hours.

  • ✓RAG apps, agents, chatbots, LLM pipelines built and shipped
  • ✓Monthly retainer with full delivery ownership
  • ✓Direct Slack from day one, no account managers
  • ✓You own 100% of all IP — always
Engineer Match
Priya S. · Senior AI Engineer
RAG · LangChain · Pinecone · Agents
✓ Matched in 6h · Available now
Engineer Match
Arjun M. · ML Engineer
Fine-Tuning · LoRA · HuggingFace · RLHF
✓ Matched in 12h · Available now
Engineer Match
Neha R. · AI Systems Engineer
LangGraph · CrewAI · AutoGen · Agents
✓ Matched in 3h · Available now
Embedded AI Engineers
AI Damage Control

We fix what
others broke.

Unique in the market: a dedicated practice for rescuing failed AI projects. Broken pipelines, hallucinating models, bad RAG — we diagnose, repair, and measure real ROI.

  • ✓Diagnose root causes of AI failure
  • ✓Repair broken LLM pipelines and RAG systems
  • ✓Fine-tune models on your proprietary data
  • ✓Measure and report real business ROI
🔥🔥
Before BAE
RAG accuracy 38% · Hallucinations 61% · Uptime 71%
After BAE
RAG accuracy 94% · Hallucinations 3% · Uptime 99.9%
AI Damage Control
AI Training Program

We built the supply.
Now we place it.

BAE runs the training program that produces the engineers we place. We built both sides of the marketplace — tighter quality control than any other firm.

  • ✓CS graduates → production AI engineers
  • ✓Working engineers transitioning into AI
  • ✓Industry-ready, not certificate-ready
  • ✓Real stacks: LangChain, RAG, Agents, LoRA
🚀🚀
✅
RAG from scratch
Pinecone · pgvector · Chroma
✅
AI Agents & LangGraph
CrewAI · AutoGen · Tool use
⏳
Fine-Tuning (LoRA/RLHF)
HuggingFace · Axolotl · Modal
AI Engineering Curriculum
Why BAE

Practitioners placing practitioners.

Not a recruiter. Not a staffing firm. We've shipped AI in production and only place engineers who have too.

⚙️⚙️

Built by engineers, for engineers

We've shipped production AI ourselves. We know what 'good' looks like and only place engineers who've done the same.

🎯🎯

100% AI-specialized

Zero generalist developers on our roster. Every engineer is AI-specialized. No one learns on your dime.

✨✨

We created the supply

We run the training program that produces the engineers we place — tighter quality control than any other firm.

🛠️🛠️

We fix what others break

Unique damage control positioning. Broken RAG, hallucinating models, failed pipelines — we've seen it all and fixed it.

🔒🔒

You own 100% of IP

Every line of code, every model, every pipeline — it's yours. No licensing games, no lock-in, no surprises.

💬💬

No middlemen, ever

Direct Slack access from day one. You pay for what ships, not hours logged or reports filed.

How It Works

Simple. Fast.
No friction.

✏️
Tell us what you need
Describe your project, stack, and timeline. Takes 5 minutes.
⚡
Get matched in <48 hours
We match you with the right engineer from our vetted roster.
💬
Direct Slack from day one
No account managers. Talk directly to the engineer building your product.
🥇
Pay for what ships
Milestone-driven, outcome-based contracts. No time-based billing.
<48h
to your first engineer match
100%
AI-specialized
0
Generic devs
100%
Your IP
∞
Direct access

Ready to ship
AI that works?

Talk to a practitioner — not a sales rep. Tell us what you're building, what's broken, or where you want to go. We'll take it from there.

Start a ProjectEmail Directly ›