MLOps & Model Operations
We set up reproducible training, experiment tracking, model registries, CI/CD for models, and monitoring for data drift and performance, so your team can retrain and redeploy with confidence.
Deliverables you can hold us to
- Reproducible training pipelines
- Experiment tracking and model registry
- Deployment automation with canary rollouts
- Drift and performance monitoring with alerts
Typical situations
- 01Models retrained by hand every quarter
- 02No visibility into production accuracy
- 03Scaling from one model to many
Part of Machine Learning & Data Science
Predictive models, NLP, vision and MLOps with measurable business lift.
Explore the full offeringHow a typical engagement runs
Scoped up front, shipped weekly, measured against the metric we agreed.
Discover
A 60-minute call and a deep-dive sprint that end in a scored opportunity map and a baseline.
Design
Architecture and stack chosen with a decision matrix and a model bake-off on your data.
Build
Weekly releases into your environment with evals, guardrails and traces from sprint one.
Scale
Hardening, staged rollout, cost controls and handover so your team runs it.
More in Machine Learning & Data Science
Get the clarity you deserve
Straight answers to the questions we hear most. Ask us anything else on a call.
No. For many prediction and classification tasks a well-built gradient-boosted model or a small fine-tuned transformer is more accurate, cheaper and easier to explain. We choose per problem and show the comparison.
No. For many prediction and classification tasks a well-built gradient-boosted model or a small fine-tuned transformer is more accurate, cheaper and easier to explain. We choose per problem and show the comparison.
Let's build intelligent systems that drive growth
Tachyon is the engineering partner for teams that need AI in production, not in a deck. Start with a free 60-minute discovery call.
Talk to experts about your product idea
Every great partnership begins with a conversation. Whether you are exploring possibilities or ready to scale, tell us what you are actually trying to build.
- ubheshubham.37@gmail.com
- +91 84592 96471
- Clients worldwide · English
- Pune, India · Headquarters