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Machine learning

Machine learning development in India, trained on your data and shipped.

iTech Creators pairs you with senior AI talent that turns machine learning models into shipped product features — trained on your data, evaluated honestly, and deployed with monitoring you can rely on.

What’s included
  • A clear framing of the prediction problem
  • Honest evaluation with baselines and metrics
  • A careful, documented data-privacy approach
  • Deployment with monitoring and retraining
  • You own the models, data and IP
What we deliver

Machine Learning Development, end to end.

ML models

Classification, regression and scoring models built for the decision your product needs to make.

Data pipelines

Ingestion, cleaning and feature pipelines that keep training and serving data consistent.

Training & evaluation

Models trained with proper validation and metrics you can read, not just an accuracy headline.

Deployment & MLOps

Models served behind APIs with versioning, monitoring and retraining built in.

Forecasting

Demand, revenue and time-series forecasting grounded in your historical data.

Recommendation & classification

Recommendation, ranking and classification systems tuned to your users and content.

Why iTech Creators

Senior delivery, your IP, real savings.

You get an established India team, named people you interview, daily updates and full ownership of everything we build — at 40 to 70 percent below onshore cost.

  • NDA signed before any brief or code changes hands
  • Full IP ownership assigned to you on payment
  • A fixed price agreed before work starts
  • Start with a small paid pilot, then scale
  • White label available for agencies
Common questions

Machine Learning Development: FAQ.

We define success metrics and baselines before training, then evaluate against a held-out set — if a model does not beat the baseline, we say so rather than ship it.
Yes. Cleaning, labelling gaps and feature engineering are part of the work; we build pipelines so training and production data stay consistent.
We monitor for drift and set up retraining, so a model that was accurate at launch stays accurate as your data changes.
Machine Learning Development in India typically costs 40 to 70 percent less than comparable US or UK work — market rates run roughly $20–45 per senior hour versus $100–150 onshore. iTech Creators quotes one fixed price for your scope before any work starts. Run the numbers on the savings calculator.
Machine learning

Let’s start together.

Tell us what you need. We will come back with a fixed price and a plan, usually within 48 hours.