Hire Dedicated LLM Engineers
Add a vetted LLM engineer to fine-tune, serve and optimize the model layer for latency, cost and accuracy at your actual usage volume.
50+ ERP and software projects. Zero failed projects since 2021.
The model is the easy part. Running it well is not
Calling a model API is simple. Keeping latency low and cost predictable at real usage volume is where most teams get stuck.
The model that fits the task, not the biggest one available
A larger model is not always a better choice. A dedicated LLM engineer matches the model to the task, fine-tunes it on your domain data where it helps, and avoids paying for capability you do not need.
- Model choice matched to the task and budget.
- Fine-tuning where it actually improves results.
- No lock-in to a single vendor or model.
A serving layer built for your real traffic
Caching, batching and concurrency settings make the difference between a feature that feels instant and one that times out under load. A dedicated engineer tunes this against your actual usage, not a demo.
- Serving tuned for your real traffic patterns.
- Caching to cut repeated inference cost.
- Cost tracked and kept predictable.
The same four layers, tuned to your workload
Whether the workload is a chat feature or a batch job, it runs through this same stack.
From requirements to a working engineer in about two weeks
Everything you need to run the engagement smoothly
Dedicated to your project
The engineer works only on your account, not split across other clients' workloads.
Direct communication
You talk to the engineer directly on your tools, with no account manager relay in between.
Flexible contracts
Full time, part time, or a fixed scope of work. Scale up or down with notice, not a long lock-in.
Latency and cost reviews
Serving performance and cost reviewed against agreed targets, not left unmonitored.
Timezone overlap
Working hours arranged to overlap with your team for stand-ups and reviews.
Replacement guarantee
If the engineer is not the right fit, we replace them at no extra cost during the engagement.
What a dedicated LLM engineer changes for your workload
Why teams hire LLM engineers through TCB Infotech
Hiring LLM engineers, answered
What does a dedicated LLM engineer do?
Does the engineer lock us into one model?
How is this different from a generative AI engineer?
Can you reduce our current inference cost?
What is the engagement model?
What if the engineer is not the right fit?
Hire a Dedicated LLM Engineer
Book a free consultation. Tell us about your workload, and we will shortlist engineers who fit your latency, cost and team.
Book a Free Consultation →No commitment. See a shortlist before you decide.
How Hiring a Dedicated LLM Engineer Works
From the requirements call to a tuned serving layer in production. Here is how we vet, match and onboard every LLM engineer we place.
Vetting, matching and onboarding, in that order
Every engineer is tested on real serving work
Before an engineer joins our bench, they are tested on model selection tradeoffs, fine-tuning approaches, and a hands-on task tuning a serving layer for latency and cost under simulated load.
- Model selection and fine-tuning fundamentals.
- Serving layer performance tuning.
- A real latency-and-cost optimization task.
You get a shortlist, not a resume pile
We match engineers to your specific workload: your usage volume, your latency requirements, and the timezone overlap that works for your team. You see 2 to 3 fitting profiles, not fifty.
- Matched to your usage volume.
- Matched to your latency requirements.
- Matched to your working hours.
A structured start, then you take the lead
The engineer reviews your current setup and usage patterns, agrees latency and cost targets with you, and starts tuning the serving layer in the first week. You manage priorities directly from there.
- A review of your current setup and usage.
- Agreed latency and cost targets.
- Direct day-to-day management by your team.
Everything included in the engagement
Dedicated engineer
Works only on your account, not shared across other clients' workloads.
Direct communication
Access to the engineer on your own tools, with no account manager relay.
Flexible contracts
Full time, part time, or a fixed scope, adjustable with notice as your workload changes.
Latency and cost reviews
Performance and cost reviewed against agreed targets, not left unmonitored.
Timezone overlap
Working hours arranged to overlap with your team for stand-ups and reviews.
Replacement guarantee
A new engineer at no extra cost if the current one is not the right fit.