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devtreez

Building scalable digital products powered by AI, cloud, and cutting-edge engineering. We transform ideas into high-performance systems.

+91 87078 78731 hello@devtreez.com

New Delhi, India

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  • Generative AI & Agents
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  • Data & Analytics

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devtreez

Technology Lab

See Our Tech In Action

Don't just read about AI, cloud and data. Play with them. These live demos run right in your browser.

Sentiment Analysis Neural Network Visualiser Cloud Auto-Scaling Real-Time Anomaly Detection
Demo 01 · Natural Language Processing

Sentiment Analysis

Type any customer message and watch an NLP model score its tone word by word.

Sentiment Analysis · NLPLive

Word-level signals

The new app is amazing, checkout is super fast and support was really helpful!

Positive

Negative1.00Positive

Interactive demo · simulated data

Demo 02 · Machine Learning

Neural Network Visualiser

Adjust customer signals and see how a neural network turns them into a churn prediction.

Neural Network Visualiser · Churn predictionLive

Predicted churn

84%

High risk

Monthly usageSupport ticketsTenure84%INPUTHIDDENOUTPUT
Excitatory signal Inhibitory signalThicker = stronger

Interactive demo · simulated data

Demo 03 · Cloud & DevOps

Cloud Auto-Scaling

Push traffic up and down and watch the cluster add and remove servers to hold latency steady.

Cloud Auto-Scaling SimulatorLive

Traffic

600 rps

Servers

3

Latency (p95)

215 ms

⚠ Scaling up…

Cost

₹42/hr

Requests per second

012002400oldernow

Cluster (3/12 nodes)

Load per node

100% utilised

Interactive demo · simulated data

Demo 04 · Data & Analytics

Real-Time Anomaly Detection

A live metrics stream with statistical anomaly detection flagging unusual spikes as they happen.

Real-Time Anomaly DetectionLive
Robust z-score (median/MAD) over the last 20 points · alert above 3.5

Orders / min (now)

0

Average

0

Anomalies (window)

0

Orders per minute · red markers are anomalies

0130260oldernow

Alert log

Watching the stream… inject a spike to trigger an alert.

Interactive demo · simulated data

Our Stack

Technologies We Master

We pick the right tool for each problem, never the trendiest one.

AI & Machine Learning

PyTorchTensorFlowscikit-learnOpenAIClaudeLangChainHugging Face

Frontend

ReactNext.jsTypeScriptTailwind CSSThree.js

Backend

Node.jsPythonFastAPIGoGraphQL

Mobile

FlutterReact NativeSwiftKotlin

Cloud & DevOps

AWSAzureGoogle CloudDockerKubernetesTerraform

Data

PostgreSQLMongoDBBigQueryKafkaSnowflakeFirebase

Let's Build
What's Next.

Tell us about your idea. We'll show you how AI, cloud and great engineering can turn it into a product that scales.