The tools behind intelligent recruitment
From classic search engines to modern LLMs — a full-stack toolkit for building search, parsing and matching systems.
Search engineering
Deep experience with Elasticsearch, Solr and Lucene — improving relevance, retrieval speed and search UX for high-traffic recruitment platforms.
NLP for HR
Named Entity Recognition, CV/vacancy parsing and recruitment-centric taxonomies that turn unstructured documents into structured, matchable data.
Containerised delivery
Docker and microservices for streamlined, reproducible development and reliable production deployments.
A broad, battle-tested toolkit
Expertise spanning search, AI/ML, NLP, cloud platforms and data engineering — plus a keen interest in graph databases and big data.
Search
Designing and tuning relevance at scale.
- Elasticsearch
- Apache Solr
- Lucene
- Haystack
- Vector Search
- SEO
AI & Machine Learning
From classic ML to modern LLMs.
- Machine Learning
- Deep Learning
- LSTM
- Recurrent Neural Networks
- Logistic Regression
- OpenAI / LLMs
NLP
Turning unstructured text into structured insight.
- Natural Language Processing
- Named Entity Recognition
- CV / Résumé Parsing
- Vacancy Parsing
- Knowledge Graphs
Platforms & Cloud
Shipping and operating production systems.
- AWS
- Docker
- Microservices
- Hystrix
- Git
- Big Data
Data
Storage, graphs and pipelines.
- PostgreSQL
- MySQL
- Neo4J
- ArangoDB
- SQL
- Web Crawling
Languages & Web
Building the products end to end.
- Java
- Python
- Node.js
- Next.js
- Perl
- JSON / XML
Need this expertise on your team?
From relevance tuning to a full AI-powered matching engine — let’s talk about your stack.