Search Platform
We deliver end-to-end technology solutions that drive innovation and create lasting business value.
Global Enterprise Search Platform (ServiceNow)
Led migration from Apache Solr to Azure AI Search for global enterprise search platform serving over 50,000 employees. Implemented enterprise ontology using OWL for standardized taxonomy across departments, enabling semantic search and intelligent query expansion.
The system combines keyword and semantic search with ontology-based query refinement and multilingual support for 12+ languages. Search relevance improved by 95% while reducing average search time from 45 seconds to just 3 seconds.
Vehicle Trouble Codes Search Engine
Developed large-scale search infrastructure managing over 50 million automotive diagnostic trouble codes. The platform integrates NLP-based symptom analysis allowing technicians to match real-world vehicle issues with diagnostic codes.
Using spaCy and NLTK for entity extraction and preprocessing, the system delivers advanced semantic search, real-time suggestions and diagnostic decision trees that reduce diagnostic time by 50%.
Healthcare Knowledge Search Platform
Built healthcare knowledge search platform integrating medical ontologies including MeSH, SNOMED CT and ICD-10 to provide semantic search for clinicians and researchers.
The system leverages semantic web technologies and medical knowledge graphs to connect diseases, symptoms and treatments while integrating PubMed and medical journals for federated research search.
Global Job Posting & Search Platform for Startup
Built a global job posting and job search platform supporting multilingual search across 40+ countries. The system includes advanced candidate-job matching algorithms using NLP and resume parsing.
The platform handles over 50,000 active job listings and processes 100,000+ applications monthly while providing employers with advanced analytics and recruitment management tools.
Decentralized Web Search Engine on Blockchain Network
Developed decentralized web search engine leveraging distributed nodes within blockchain network infrastructure. The system indexes over 50 billion web pages across globally distributed Solr clusters.
The architecture provides privacy-focused search without user tracking and uses distributed indexing with automatic failover to ensure high availability and global scalability.