SoftwareService 11

AI/ML, Data Science & Data Engineering

From raw data to competitive advantage — ML pipelines, BI dashboards, and predictive analytics.

Engagement Scope

AI/ML, Data Science & Data Engineering

Custom Scope & Pricing

What You Receive

Pipeline source code (Git)
Data model documentation
Model evaluation report
Dashboard with drill-down
Retraining runbook
Monitoring alerts setup

Industries

Manufacturing & IndustrialE-commerce & RetailHealthcare & MedTechStartups & SMEs
Overview

Data is only valuable when you can act on it. NewTechSpot builds the infrastructure and intelligence layer that transforms raw business data into decisions — from the ETL pipelines that clean and consolidate data, to the ML models that surface predictions, to the dashboards that put insights in front of the people who need them.

We work across the full data stack: data engineering (pipelines, warehouses, governance), data science (model development, experimentation, evaluation), and data products (APIs, dashboards, embedded analytics). Whether you're starting from raw logs or looking to augment an existing analytics platform, we design for reliability, scalability, and interpretability.

What We Deliver
8 Deliverables
ML Model Development, Training & Deployment
Data Pipeline & ETL / ELT Engineering
Business Intelligence Dashboards (Metabase, custom)
Predictive Analytics & Demand Forecasting
Data Warehouse Design (Snowflake, BigQuery, Redshift)
Feature Engineering & Model Monitoring (MLflow)
Real-time Streaming Pipelines (Kafka, Flink)
Data Governance & Quality Frameworks
How We Work
01

Data Audit & Goal Setting

Assess available data sources, quality, and volume. Define business KPIs and ML success metrics. Identify quick wins vs long-term investments.

02

Pipeline & Warehouse Design

Data model, source connectors, transformation logic, and warehouse schema designed for your query and reporting patterns.

03

Model Development & Evaluation

Exploratory data analysis, feature engineering, model training and cross-validation, explainability analysis, and baseline comparisons.

04

Dashboard & API Layer

BI dashboards with drill-down, prediction APIs for integration into operational systems, and automated reporting.

05

Production & Monitoring

CI/CD for model retraining, data quality monitors, drift detection, and alerting on KPI deviations.

Typical Engagement

Kick-off to deliveryAgreed at scoping
CommunicationWeekly progress updates
Review checkpoints5 defined milestones
IP ownershipFull transfer on completion
Start a Conversation
Technology Coverage
ML & Data Science
PythonPyTorchscikit-learnXGBoostLightGBMHugging FaceSHAPMLflow
Data Engineering
Apache KafkaApache SparkdbtAirflowAirbyteGreat ExpectationsDatabricksPrefect
Warehouses & DBs
BigQuerySnowflakeRedshiftPostgreSQLClickHouseInfluxDBTimescaleDBMongoDB
BI & Visualisation
MetabaseSupersetGrafanaPower BITableauCustom React DashboardsPlotly DashFastAPI
Use Cases
  • 01Demand forecasting for inventory and supply chain
  • 02Predictive maintenance using machine sensor data
  • 03Customer churn prediction for subscription businesses
  • 04Fraud detection pipelines for fintech platforms
  • 05Unified data warehouse consolidating ERP, CRM, and ops data
  • 06Automated reporting replacing manual spreadsheet workflows
Frequently Asked
2Q&A

Not seeing your question?

We reply within 2 business hours.

Ask our engineers
Question 01

Do you do one-off analysis or ongoing engagements?

Both. We do project-based work (build a pipeline, train a model) and ongoing retainer engagements where we maintain pipelines, retrain models, and iterate on dashboards as your business evolves.

1 of 2
Let's Work Together

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अपनी परियोजना के बारे में बताएं। हम एक कार्यदिवस के भीतर स्पष्ट प्रस्ताव के साथ वापस आएंगे।Tell us what you're building — we'll come back with a clear scope, timeline, and team. No vague estimates. No lock-in.

Response within 2 business hours
NDA signing available
100% IP & code ownership

Get in Touch

Reach us directly

Available

Call directly

+91 80500 64447

+91 97426 82222 · +91 89714 64515

Email us

info@newtechspot.in

support@newtechspot.in

Visit the studio

Vijayanagar, Bangalore – 560040

By appointment preferred

Working hours

Mon – Sat · 9 AM – 7 PM IST

Avg. response under 2 hours

No. 1076/22, 5th Cross, 8th Main, Vijayanagar, Bangalore

Prefer email? info@newtechspot.in

LLPIN: ACJ-9458