Technologies We Use in ML and AI Projects

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Data Source

OpenML
Kaggle
AWS OpenData
Google DataSet Search
UC Irvine ML Repository
Gemma
Hugging Face
Streaming Datas

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Platform

Dedicated Server
Cluster Architecture
AWS
Google Cloud
Microsoft Azure
Google Colab

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Framework

Tensorflow
Keras
Scikit
OpenCV
PyTorch
Apache Spark

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Software Language

Python
GoLang
Scala

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Database

Cassandra
CouchDB
QuestDB
MongoDB
MariaDB

Sectors

As a full-service technology and creative solutions provider, we serve many sectors and industries and work with businesses that are leaders in their fields.

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    GOVERNMENT
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    FINANCE
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    RETAIL
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    GLOBAL TRADE
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    MANUFACTURING
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    ENERGY
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    TRANSPORTATION
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    TELCO
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    AUTOMOBILE
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    TOURISM
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    SPORTS
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    HEALTHCARE
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    REAL ESTATE

Artificial Intelligence is one of the areas that 4A Labs has been working on for many years.

We have added more value to our e-commerce and retail customers by integrating AI-based decision-making and measurement tools.

Some of Our Artificial Intelligence Projects

CuraMuse is your personal shopping expert, combining artificial intelligence and human touch. It analyzes your interests, shopping habits and more to provide personalized recommendations based on your or someone special’s unique preferences. As your virtual shopping assistant, CuraMuse carefully considers every detail and prepares recommendations that fit your lifestyle.

We have added a digital food, health and food assistant to CarrefourSA’s mobile application. The application, which includes features such as recipes, food recognition from images, listing the ingredients of the meal, sorting the necessary ingredients and adding them to the basket, calorie calculation, meal planning, and allergy tracking, is added to the application as a digital assistant via an LLM-based AI model. We will see it in the CarrefourSA application in the markets very soon.

To develop this platform, we scanned approximately 1.2 million food images and contents and ran approximately 1.8 million food and ingredient data on ML models and algorithms.

A process management and quality control application based on scikit and pytorch that can be used by all units has been developed. The system, which can take database and excel files as source input, provides insight and makes production estimates. It was developed with machine learning and deep learning models.

Carvak, a global brand in second-hand vehicle purchasing and sales, performs 360-degree vehicle scanning, paint and scratch control over photographs, and vehicle damage detection using machine learning-based image processing algorithms. With this infrastructure, 360-degree inspections and controls of over 5,000 vehicles are performed automatically on the platform every month.

The cloud environments of the websites of Korean makeup brands in Türkiye are controlled by an ML and LLM-based infrastructure as equivalent in Superonline data centers. All transactions are processed on the ML model with logs and metrics received from Prometheus, Datadog and NewRelic, and the metrics are evaluated and transmitted to the relevant personnel as summaries that the IT personnel can understand.

Little Lunches, a healthy food and meal planning app for kids and families, is the most widely used digital health and food assistant in the United States. ML models prepared according to 780 thousand different American and South American food cultures and content are presented to users as an AI chatbot experience via an LLM.

Bimetric AI is a digital customer representative that provides 24/7 sales and marketing support for marketplace stores. It learns the content and products of brands and produces special answers to customer problems. Easily integrated for 3 minutes, Bimetric AI helps you increase your sales conversion by determining your most frequently asked products and trending topics with automatic or tools for full control.

Social AI

It is an interaction bot that can connect to live broadcasts on social media, follow broadcast streams, read comments, and provide feedback as comments. The AI ​​robot can also work as a moderator.

Samet Product Information Mobile Application

We are developing a mobile application that will provide the sales team with fast and accurate access to detailed product information. The application extracts, categorizes and processes product data (from PDF documents). Thus, it will provide instant answers to complex product-related problems. Core functions include product comparisons, a natural language processing (NLP) based question-answer system and the ability to display rich answers in the form of text, images, links and data tables. The project is being prepared in multilingual formats, including English and Turkish.