Service

Data Science & AI

Predictive analytics, ML pipelines and AI products that drive measurable business outcomes.

Overview

We help teams move from gut-feel decisions to data-driven ones. Whether you're forecasting demand, scoring leads, detecting anomalies or building a recommendation engine we ship production grade ML systems that integrate with your business.

Our approach starts with the business question, not the algorithm. We define success metrics first, then pick the simplest model that gets there. The result: AI systems that actually move the needle and keep working once they're in production.

What we deliver

  • Custom predictive models tailored to your data
  • End-to-end ML pipelines from ingestion to inference
  • Recommendation systems and personalisation engines
  • Computer vision and NLP applications
  • MLOps infrastructure for reliable model deployment
  • Dashboards and reporting for non-technical stakeholders

Tech we use

PythonTensorFlow / PyTorchscikit-learnOpenAI / Anthropic APIsHugging FaceMLflowAWS SageMakerSnowflake / BigQuery

Common use cases

Where we typically see the strongest ROI on this service.

Sales forecasting

Predict quarterly revenue by combining your CRM data with external signals typical accuracy of 85–95%.

Churn prevention

Identify at risk accounts weeks before they leave, and trigger retention workflows automatically.

Document intelligence

Extract structured data from contracts, invoices and forms using vision language models.

Semantic search

Replace keyword search with intent aware retrieval across your knowledge base.

Why teams choose Bashlogs

The principles that shape every engagement.

Business-first

Every model is tied to a measurable outcome not a vanity metric.

Production-ready

We deliver code that runs reliably in your infrastructure, not throwaway notebooks.

Iterative delivery

Quick wins in 2–3 weeks, then layered improvements driven by real usage.

Ready to talk about data science & ai?

Tell us about your goals. We'll come back with a scoped plan and timeline within 48 hours.

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