Marketing Campaign Performance Optimization
Key Details Ad management unified and optimized. Challenge Unified cross-channel ad management & optimization Solution Integrated ads management, optimization & forecasting AWS: RDS (Maria DB), EC2, S3, Elastic Beanstalk, VPC, Cloud Formation, SNS, SQS, AWS Batch, Amazon SageMaker, Lambda, Route53 Back-end: Java, Spring Boot, REST, MySQL, Python, Docker Front-end: React, React-router v4, Redux, Redux-sagas, I18next … Read more
OCR-Based Solution to Retrieve Data from Receipts
Key Details Improved the efficiency of back-office workflows by 42%. Challenge Information extraction from receipts using machine learning Solution OCR-based solution for processing semi-structured data from receipts Technologies and tools OpenCV, Python, C++, ABBYY Cloud OCR SDK Client The Client is a provider of personalized solutions in the field of banking and finance. The Client’s … Read more
Full-Cycle Web Application Development for a Retail Company
Key Details Retail shrink decreased by 35%. Challenge Website development and effective inventory management Solution Online retail website development with predictive analytics module integration Technologies and tools JavaScript, .NET, Predictive Analytics Client The client is a medium-sized retail company in Europe. With strict lockdowns becoming the new normal and the cutthroat competition between retailers, they … Read more
Investment Data Management Solution with AWS Cloud Environment
Key Details End-to-end investment data solution to deliver value to investment data management. Challenge Investment data management solution using unstructured data and web app development from scratch Solution Data entry templates & pipeline on AWS Cloud environment for integration with a web app Technologies and tools Cloud environment AWS, AWS S3, AWS RDS, AWS Lambda … Read more
Intelligent AI Cooking Assistant
Key Details Hands-free, voice activated & interactive recipe builder. Challenge Hands-free, voice controlled cooking app Solution Intelligent AI voice assistant app for hands-free cooking Technologies and tools Custom Speech2Text (wav2vec2 fine-tuning), Google Cloud speech API, Apple Speech Kit, speech data augmentation, AI Voice Assistant, Voice Activation, Voice Intent Classification, Recipes Text Parsing (Named Entity Recognition … Read more
ML and NLP Models For Marketing & Advertising
Key Details Enhanced consumer behavior prediction up to 89%. Challenge Analyze data and discover marketing insights faster Solution Machine learning models for marketing & advertising Technologies and tools Artificial Intelligence, Machine Learning, Natural Language Processing Client The client is a global beauty company with a focus on natural artisanal products. They are popular among clients … Read more
Pose Estimation for Fitness and Physical Therapy Application
Key Details Improved pose estimation and error detection by 64%. Challenge Develop a state-of-the-art pose estimation model to detect a human posture in a real-time scenario and perform error analysis and repetitions counting Solution Deep learning for accurate human pose estimation and data science algorithms for error detection Technologies and tools PyTorch, CoreML, TFLite, OpenCV, … Read more
OCR Insurance Claims Processing Software
Key Details Automated claims processing for insurers. Challenge Develop a claims processing app to increase efficiency of insurance claims departments Solution Simple & easy app to automate the claims handlings process for time-sensitive demands Technologies and tools AWS EC2, Django, Google OCR, Salesforce SOAP API, NGINX, Docker Client Insurance companies are facing the challenge of … Read more
Data Lake Implementation for Efficient Big Data Processing and Visualization
Key Details Accelerated data-driven decisions and improved KPIs. Challenge Find an efficient approach to data gathering, analyzing, processing, visualization Solution BI solution to enable real-time monitoring of workflows across an organization Technologies and tools Apache NiFi, Cloudera CDH, Apache Oozie, Apache Spark, HDFS (raw, parquet), Apache Kudu, Apache Impala Client The Client is a UK-based … Read more
Efficient Website Data Scraping for Improved Data Management
Key Details Accessing multiple data sources with data scraping. Challenge Fast and accurate data scraping from multiple sources Solution Best practices for robust & resilient web scraping Technologies and tools Microsoft Azure Cloud Services for infrastructure hosting, tuning and administration. Python language with required libraries and frameworks (Azure-sdk, Scrapy, Selenium, etc.) for web sites scraping … Read more
Building Predictive Models to Improve Debt Collection Process
Key Details Increased revenue 2x times due to improved customer segmentation. Challenge Improve debt collection effectiveness with the help of predictive analytics Solution A machine learning model for predicting the probability of promise to pay Technologies and tools Python data analysis ecosystem, VPN Checkpoint, SQL Server, Lightgbm package Client The Client is a debt collection … Read more
Neural Network Implementation for Better Cycle Predictions. Success Story of Flo
Key Details Improved accuracy of cycle predictions by up to 54.2%. Challenge Prediction of irregular women cycles Solution Integration of neural networks for menstrual cycle prediction Technologies and tools Python Client Flo is a smart period tracker that accurately predicts women’s menstrual cycles, ovulation and fertile days. Challenge: improve predictions of irregular cycles for application … Read more
Customer 360 Platform
Key Details Tailored SaaS platform architecture to ensure a proactive customer strategy. Challenge Integrate heterogeneous data sources and types to obtain a unified 360-degree view of every customer Solution Designed and built a customized Customer Data Platform (CDP) based on Master Data Management (MDM) processing and ML-based data matching parameters Technologies and tools Azure Cloud … Read more
Business Intelligence Solution for Unification and Historical Construction Projects Analysis
Key Details Business intelligence solution for unified construction data analytics. Challenge Holistic data analysis from multiple siloed sources and various structured and unstructured data formats Solution Business intelligence solution for real-time smart reporting and analytics Technologies and tools PowerBI, Azure, Data Lake, Databricks Client The client is a world-known data center management company. The company … Read more
Influencer Marketing Software from Scratch
Key Details Custom influencer marketing analytics platform with 91% accuracy of influencer behavior prediction. Challenge Develop a custom analytics-based influencer marketing platform Solution PA and NLP models for influencer analytics Technologies and tools Machine Learning, Predictive Analytics, NLP; backend development – .NET frontend development – Angular Client The client is a digital marketing agency based … Read more
Freight Rate Prediction Software for Logistics and Supply Chain Firm
Key Details Freight rate prediction accuracy improved twice. Challenge Make accurate freight rate prediction Solution Machine learning for freight rate prediction Technologies and tools Python, Flask for API, catboost for modelling, Docker for deployment Client The client is a world-known transport and logistics company. AsstrA provides transportation and logistics services meeting the unique needs of … Read more
OCR Solution and API for Secure Infrared Brand Verification
Key Details Unique in its kind AI-powered automated data capture software. Challenge Add camera support to Android application and fine-tune data gathering method via the camera to collect data for OCR Solution OCR algorithm to scan hidden code with infrared Technologies and tools Backend: Python, OpenCV, Tesseract OCR; Android: Android SDK, Java, USB serial protocol … Read more
Image Analysis to Enhance Ticket Processing Software
Key Details Optimized costs, improved customer satisfaction, and supported compliance with multiple regulations. Challenge AI solution to automate ticket recognition and delays repay claims processing Solution OCR-based model to enable recognition, classification, and analysis of different types of tickets Technologies and tools Open CV, TensorFlow, Google Vision API Client The Client is a large train … Read more
Consulting on Invoice Data Capture Software and ML Implementation
Key Details Automation of related financial document processing operations. Challenge Optimize document workflow with the aid of machine learning Solution Data capture and ML consulting services to map out the way to a custom ML-powered financial solution Technologies and tools Tesseract, Python data science stack Client The Client is a provider of custom software solutions … Read more
Customer Review Analytics Solution for E-commerce
Key Details Enhanced customer satisfaction with smart emotion intelligence monitoring. Challenge Detect sentiment and emotional tone in customer product reviews with ML Solution AI-powered sentiment analysis software Technologies and tools Python, PyTorch, jupiter, Streamlit, Hugging Face, pandas Client The client is a large US E-commerce platform with rapidly growing online business. The company is constantly … Read more
Term Extraction for Simultaneous Interpreters
Key Details Simultaneous interpretation training made easier through term extraction. Challenge Term extraction from various types of documents for interpreters Solution Web app for multi-language data extraction for interpreters Technologies and tools Python, Amazon Comprehend, NLP, TypeScript, Django, Celery, Postgres, Redis, RabbitMQ, Selenium Client When preparing to work on live events, human interpreters need to … Read more
ChatGPT Prompt Engineering for Website Virtual Assistant
Key Details Sped up customer support response threefold and improved customer support satisfaction. Challenge Automated round-the-clock personalized client support with decreased operational costs Solution Prompt engineering of ChatGPT-4 model to build an AI conversational chatbot Technologies and tools OpenAI (embedding, GPT-4), AWS (Lambda, S3, RDS+pgvector), SAM, CI/CD, CRM Pipedrive-API Client At ESSID Solutions, we performed … Read more
AI Gender Analysis & Identification Toolkit
Key Details AI gender detection solution to help close the gender gap in mobile phone access and use. Challenge Gender analysis & identification toolkit development Solution Dockerized app for subscriber gender analysis & identification Technologies and tools Docker, Node.js, React, Python, Celery, Redis, Flask, PySpark, Pandas, Scikit-learn, LightGBM, XGBoost, HyperOpt, SHAP Client The Client is … Read more
OCR Solution to Ease Invoice Processing
Key Details Streamlined document processing and 15,000 man-hours saved per year. Challenge Automate document processing with OCR Solution OCR to cut time on invoice processing Technologies and tools Python, Pytorch, CatBoost, scikit-learn, OpenCV, Tesseract, Google Vision API Client AsstrA is an international transport and logistics company. They were facing the problem of image recognition and … Read more
Implementing AI in the IoT-based Healthcare Application for Logistics
Key Details Minimized health risks and costs reduction by automating the real-time support service. Challenge Enhance IoT healthcare application with AI Solution ML model to process data in the Client’s database and generate push notifications Technologies and tools Python + DS, APNs, AWS Lambda, PostgreSQL, Swift (iOS) Client The Client is a European-based company specializing … Read more
Helping a Leading Game Developer Automate Customer Feedback Analysis
Key Details Reduction of costs and time spent on manual topic retrieval & classification. Challenge Costly and time consuming customer feedback analysis Solution Automated review collection and analysis Technologies and tools Python, Kafka, Elasticsearch, Celery Client Wargaming is an international game developer and publisher with an audience of over 150 million. Challenge: time-consuming customer feedback … Read more
Scaling Up a Fitness App with Deep Neural Networks
Key Details Boosted application performance by 19%. Challenge On-Demand Neural Network Development Solution CNNs for Activity Recognition and Error Detection Technologies and tools PyTorch, Keras, Tensorflow, CoreML, OpenCV, ONNX Client The Client is a fitness tech startup. They developed an app for at-home workouts. The main focus of the app is personalized fitness programs and … Read more
Building an Activity Recognition Model Using Accelerometer Signal
Key Details Improved accuracy of an activity recognition model by 48%. Challenge Predicting tense moments in basketball games Solution Activity recognition model Technologies and tools Python Client An international IoT company that provides new kinds of experiences to audiences at concerts and sporting events. Challenge: predicting tense moments in basketball games ESSID Solutions client needed … Read more
Machine Learning to Improve the Accuracy of a Period Prediction App
Key Details Increased period prediction accuracy up to 15%. Challenge Improve period prediction accuracy for application users Solution Linear and tree-based models to make better predictions of the menstrual cycle Technologies and tools Machine Learning: regression and gradient boosting models Scientific (Predictive Analytics Python stack): Python, NumPy, scikit-learn, LightGBM, XGBoost; Web-application: hug (web-framework), Gunicorn (web-server) … Read more
NLP to Enhance Text Analysis for Remote Education Platform
Key Details Accurate data extraction from job offerings Challenge Extract data from job listings Solution NLP model for efficient data extraction from job offerings Technologies and tools Java Spring, PostgreSQL, Spark, Python, Word2Vec, Named Entity Recognition Client An AI branch, NLP (Natural Language Processing) is used in education for pre-processing, analyzing, understanding and extracting data … Read more
Building Predictive Analytics Module for E-Commerce Platform
Key Details Automated processes and improved customer experience. Challenge Train recommendation algorithm based on sparse data Solution Predictive analytics module for e-commerce platform Technologies and tools Python, Scikit-learn, Implicit, Docker Client The Client is an e-commerce provider who cooperates with more than 50 brands. The Client was interested in a solution for generating single-brand recommendations. … Read more
AI Customer Analytics Solution
Key Details Improved client service based on smart and fast insights mining. Challenge Mining actionable insights from emails and audio using NLP Solution Ongoing data analysis pipeline for insights gleaning Technologies and tools BI, NLP, Amazon Comprehend, S3, AWS Glue, Amazon Athena, AWS SageMaker, AWS Redshift, PowerBI Client The client is a US medium sized … Read more
Deep Learning-Based Anti-Counterfeiting Solution
Key Details Unique in its kind deep learning-based model for QR code recognition. Challenge model training for anti-counterfeiting identification Solution deep learning-based model for QR code recognition Technologies and tools TensorFlow, PyTorch, TorchVision, Catalyst, Albumentations, zbar, OpenCV, Scikit Learn, NumPy Client The Client is a scientific and business-oriented organization in Europe. They have developed an … Read more
Food Supply Chain Management – Digital Transformation with Azure Data Lake and IoT Hub
Key Details Migration of on-premise infrastructure into Azure cloud platform to enable digital supply chain with IoT sensors real time processing and customer behaviour analytics. Challenge Outdated on-premise data assets to be migrated into Azure cloud platform with IoT sensors high-load processing Solution Full-scale migration of on-premise infrastructure to Azure cloud Technologies and tools Azure … Read more
Customer Churn Prediction Software for Online Sports Betting Company
Key Details A 20% higher customer retention rate within the 1st three months after deployment. Challenge Reduce customer churn on a betting platform Solution Customer churn prediction software Technologies and tools Python Client Sports betting company that stands out among other online bookmakers as a reliable company that strives to create a long-term association with … Read more
Improving Health & Fitness Apps with the Implementation of Predictive Analytics
Key Details Improved data processing and storage operations. Challenge Enhance the existing fitness app with artificial intelligence Solution Machine learning for building predictive analytics module and enable exploratory data analysis Technologies and tools PostgreSQL, Spark, Python, Apache Superset Client The Client is a provider of user-friendly and personalized applications in the health and well-being area. … Read more
Building a Movie Recommendation Engine for Smart TV App
Key Details Improved movie recommendation function by 25%. Challenge Deliver fresh personalized recommendations to every user Solution Custom recommendation engine powered by machine learning Technologies and tools Python, SQL; Spark, Nginx, Flask-API, PostgreSQL, Spark Parquet Client The Client operates in the Smart TV digital home entertainment market. It’s a leading premium video-on-demand service, which allows … Read more