EMBER / Technology Studio

We build practical, working software.

Applied AI systems, business software and data products — built end to end.

Let's build something →Explore our work ↓

01About

Technology built around the problem.

EMBER is a technology studio that designs and builds applied AI systems, business software and data products.

Work spans

Computer vision
Agentic assistants
Machine-learning prediction services
Mobile and desktop applications
Command-line tooling

Delivery is end to end: dataset and model → backend and API → interface.

Professional

Projects built across AI, mobile, web and CLI

Ingenious

Applied machine-learning and computer-vision systems

End to end

Model, backend and interface built in-house

02Capabilities

What we do

Applied AI & Computer Vision

Object detection and image classification using YOLOv8, CNNs, ResNet-18, OpenCV and TensorFlow.

Machine Learning & NLP

Prediction and text-classification services using scikit-learn, embeddings and Python data tooling.

AI Agents & Assistants

Agentic workflows, LLM-backed chatbots and assistants that plan, prioritise and act on user instructions.

Application Development

Mobile apps in Flutter, web frontends, Java and Spring Boot services, Python desktop and CLI tools.

Backend & APIs

FastAPI and Spring Boot backends, system design, rate limiting, concurrency and data persistence.

Data, Cloud & DevOps

SQL and NoSQL databases, analytics, visualisation, AWS, Docker, Jenkins and Git-based delivery.

03Selected work

Systems we have designed and built.

Prototype — in development

Graph Cam

An AI computer-vision system that identifies and classifies mathematical graphs from images, built with YOLOv8, CNNs, OpenCV and TensorFlow.

Custom dataset creation and model training
Image preprocessing and classification pipeline
Ranked predictions from trained CNN
Applications in education, document analysis and visual data extraction

YOLOv8
CNN
OpenCV
TensorFlow

Prototype

Cattle Lens

Image-based animal type classification for cattle and buffalo.

Multilingual interface
Image capture and upload
AI-derived breed, height, width, weight and yield insights
Location-aware livestock tracking
Bharat Pashudhan App integration

Computer vision
Mobile
Classification

Built product

Cold Store Management System

Flutter and Firebase inventory management software built specifically for the potato cold-storage industry in Punjab.

Total bags in storage
Daily inward and outward movement
Variety breakdown
Live operational dashboard

Flutter
Firebase
Realtime inventory

Built product

Agentic Assignment Deadline Tracker

An agent that tracks assignment deadlines, prioritises them according to custom instructions and sends reminders.

Natural-language planner
Custom prioritisation
Automated reminders
Overview, all assignments and weekly views

AI agent
LLM
Scheduling

More work

01
AI-Generated Text Detection
02
Diabetes Prediction
03
Quick Gist
04
Electi Guide
05
Blog Platform with API Rate Limiter
06
Weather Pulse
07
Java CLI Pomodoro Timer
08
Python CLI Todo Manager

04Engagements

What EMBER can build for you

Computer-vision systems

Image classification and detection products — dataset creation, model training, preprocessing pipelines and interfaces.

ML prediction services

Risk and scoring models exposed through APIs and usable frontends.

AI agents & chatbots

Assistants that track, prioritise, remind and summarise using LLMs and agentic workflows.

Industry applications

Mobile and web operational software tailored to specific sector workflows.

Backend services

Java and Python APIs with rate limiting, concurrency handling and persistent storage.

Internal tools

Desktop and command-line utilities that remove manual operational work.

Have a workflow that should be automated?

Talk to EMBER →

05Technology

Our stack

Languages

Python
Java
C/C++
JavaScript
SQL

AI & ML

YOLOv8
CNNs
ResNet-18
OpenCV
TensorFlow
scikit-learn
AI agents
LLM chatbots

Data

NumPy
Pandas
Matplotlib
Oracle
MySQL
MongoDB
HBase
Cassandra
Hadoop

Backend

FastAPI
Spring Boot
System design
Multithreading

Frontend & Apps

React
HTML
CSS
Flutter
Firebase

Cloud & DevOps

AWS
Google Cloud Platform
Docker
Jenkins
Puppet
Linux
Git / GitHub

Analytics & Design

Looker Studio
Data Visualisation
Microsoft Excel
Google Sheets
Canva

06About / Founder

EMBER is built by people who like solving hard problems.

Founder

Har Aziz Singh

Founder

harazizsingh.com →

07Contact

Let's build something.

Tell us the problem and we will scope the model, the backend and the interface around it.

Phone: +91 99154 73254
Location: Punjab
Social: LinkedIn Instagram