Recommendation & Personalisation
We build candidate generation, ranking and re-ranking systems using collaborative signals, content embeddings and business rules, and run experiments to prove the lift before rolling out.
Deliverables you can hold us to
- Recommendation service with real-time and batch paths
- Feature store and embedding pipelines
- A/B testing framework and lift analysis
- Cold-start and business-rule handling
Typical situations
- 01Product and content recommendations
- 02Search ranking
- 03Personalised messaging and offers
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