# Machine Learning ## Filters - [Angular.js](/case-studies/angularjs.md) - [ASP.NET](/case-studies/aspnet.md) - [AWS](/case-studies/aws.md) - [CatBoost](/case-studies/catboost.md) - [Celery](/case-studies/celery.md) - [Chroma](/case-studies/chroma.md) - [CLIP](/case-studies/clip.md) - [Dart](/case-studies/dart.md) - [Docker](/case-studies/docker.md) - [Ecology](/case-studies/ecology.md) - [EdTech](/case-studies/edtech.md) - [ElasticSearch](/case-studies/elasticsearch.md) - [FastAPI](/case-studies/fastapi.md) - [Figma](/case-studies/figma.md) - [FinTech](/case-studies/fintech.md) - [Firebase](/case-studies/firebase.md) - [Flutter](/case-studies/flutter.md) - [HealthTech](/case-studies/healthtech.md) - [IPFS](/case-studies/ipfs.md) - [IT Consultation](/case-studies/it-consultation.md) - [Java](/case-studies/java.md) - [JavaScript](/case-studies/javascript.md) - [Kotlin](/case-studies/kotlin.md) - [LLM](/case-studies/llm.md) - [LongChain](/case-studies/longchain.md) - **Machine Learning** - [Marketing](/case-studies/marketing.md) - [Milvus](/case-studies/milvus.md) - [Mobile App](/case-studies/mobile-app.md) - [MongoDB](/case-studies/mongodb.md) - [MySQL](/case-studies/mysql.md) - [New Relic](/case-studies/newrelic.md) - [NLP](/case-studies/nlp.md) - [OpenSearch](/case-studies/opensearch.md) - [Pandas](/case-studies/pandas.md) - [PostgreSQL](/case-studies/postgresql.md) - [Prototype](/case-studies/prototype.md) - [Publishing](/case-studies/publishing.md) - [Python](/case-studies/python.md) - [PyTorch](/case-studies/pytorch.md) - [React.js](/case-studies/reactjs.md) - [Redis](/case-studies/redis.md) - [Retail](/case-studies/retail.md) - [SaaS](/case-studies/saas.md) - [Scrapy](/case-studies/scrapy.md) - [Selenium](/case-studies/selenium.md) - [Sklearn](/case-studies/sklearn.md) - [Special proxy servers](/case-studies/special-proxy-servers.md) - [SQL](/case-studies/sql.md) - [SqlKata](/case-studies/sqlkata.md) - [SQS](/case-studies/sqs.md) - [Swift](/case-studies/swift.md) - [TYPO3](/case-studies/typo3.md) - [Vue.js](/case-studies/vuejs.md) - [WCAG](/case-studies/wcag.md) - [Web App](/case-studies/web-app.md) ## Case Studies ### [Large-Scale Image Search System](http://silkdata.tech/case-studies/large-scale-image-search-system.md) A story about how we created a search for NFTs and tested it on at least 6 million of indexed pictures. *Categories: AWS, Celery, CLIP, Docker, ElasticSearch, FastAPI, IPFS, Milvus, NLP, OpenSearch, PostgreSQL, Python, PyTorch, Redis, SQS, FinTech, Publishing, Machine Learning, Web App* --- ### [Predictive Analytics](http://silkdata.tech/case-studies/predictive-analytics.md) By utilizing cutting-edge Machine Learning algorithms and Predictive Analytics based on consumer data, Silk Data assists its clients in maximizing their businesses. *Categories: CatBoost, Pandas, Python, Sklearn, SQL, FinTech, Retail, Marketing, Machine Learning, Prototype* --- ### [Automatic News Analysis](http://silkdata.tech/case-studies/automatic-news-analysis.md) Silk Data had implemented Analytics Platform for seamless news analysis, offering advanced NLP and machine learning technologies. Our solution empowers users to effortlessly compare news articles, detect media biases, and uncover syndicated news clusters, all in one intuitive web application. *Categories: Docker, ElasticSearch, FastAPI, JavaScript, NLP, PostgreSQL, Python, React.js, Publishing, SaaS, Machine Learning, Web App* --- ### [AI-Based Procurement Software](http://silkdata.tech/case-studies/procurement-software.md) Learn how Silk Data AI-based solution helped an international retail company to optimize work with customer claims and improve management efficiency. *Categories: ElasticSearch, NLP, Python, PyTorch, Retail, SaaS, Machine Learning, LLM* --- ### [AI Resume Screening for Recruiters](http://silkdata.tech/case-studies/ai-resume-screening.md) For our client, a prominent talent acquisition firm, we developed automated resume screening software powered by AI. This solution transformed unstructured resumes into structured data, enabling precise candidate matching, and generate interview questions based on their skills and experience to hel... *Categories: NLP, Python, FinTech, Marketing, Machine Learning, Mobile App, Web App, LLM* --- ### [Local LLM Deployment for a Marketing Agency](http://silkdata.tech/case-studies/local-llm.md) Silk Data helped a European marketing agency deploy a local LLM chatbot to enhance team collaboration and data security. Leveraging Python, ASP.NET, and Vue.js, the team developed a cost-effective self hosted LLM using a Hetzner server, ensuring high performance with sensitive data kept within the p... *Categories: NLP, Python, Vue.js, Marketing, Machine Learning, ASP.NET, LLM* --- ### [Quiz Maker: AI Question Generator](http://silkdata.tech/case-studies/ai-question-generator.md) Streamline quiz creation with our AI-powered tool! In just a few clicks, you can automatically generate questions from any text and build interactive quizzes. Perfect for educators, authors, and content creators seeking to boost engagement and save time. *Categories: JavaScript, NLP, Python, EdTech, Publishing, SaaS, Machine Learning, Web App, LLM* --- ### [AI-based Document Analysis](http://silkdata.tech/case-studies/ai-document-analysis-software.md) Find out how Silk Data successfully implemented an AI-based solution for large financial company, optimizing the decision-making process and sparing specialists from routine document processing *Categories: Docker, ElasticSearch, NLP, Python, PyTorch, FinTech, SaaS, Machine Learning, LLM* --- ### [AI Solution for Animal Farms](http://silkdata.tech/case-studies/ai-in-agriculture.md) Find out how Silk Data developed a solution that helped cattle farms to predict risks of animal deaths, based on advanced AI-powered data analysis. *Categories: CatBoost, MongoDB, Pandas, Python, Sklearn, Ecology, Machine Learning, Prototype* --- ### [Digital Avatar for Cancer Treatment](http://silkdata.tech/case-studies/digital-avatar.md) Learn how Silk Data took part in developing digital avatar assistant for those interested in cancer treatment. See the methods and techniques that lie behind such technology and learn more about using avatars in healthcare. *Categories: FastAPI, NLP, Python, Machine Learning, LongChain, Chroma, HealthTech* ---