Gen AI Developer

STRATOLOGON PTE. LTD.

Singapore, Singapore
Not specified
Full-stack machine learning and deep learning expertise
Scikit-learn xgboost tensorflow opencv proficiency
Vector database experience chromadb milvus pinecone
STRATOLOGON PTE. LTD. is seeking a Gen AI Developer with comprehensive expertise in machine learning and deep learning, specifically in end-to-end development and production deployment of AI applications. The ideal candidate will have experience in scalable data engineering, observability in production environments, and building multi-agent systems

Job Summary

  • The role requires full-stack mastery of Machine Learning and Deep Learning frameworks ranging from traditional to advanced computer vision.
  • Candidates must demonstrate hands-on experience building scalable ETL pipelines and hybrid search systems using high-performance vector databases.
  • The position involves designing Plan-and-Execute loops for multi-agent systems using frameworks like LangGraph or CrewAI.

Matching Summary

Match Score: 85

STRATOLOGON PTE. LTD. is seeking a Gen AI Developer with comprehensive expertise in machine learning and deep learning, specifically in end-to-end development and production deployment of AI applications. The ideal candidate will have experience in scalable data engineering, observability in production environments, and building multi-agent systems.

Skills & Requirements

Must-have

  • Full-stack Machine Learning and Deep Learning expertise
  • Scikit-Learn XGBoost TensorFlow OpenCV proficiency
  • Vector database experience ChromaDB Milvus Pinecone
  • Multi-agent system frameworks LangGraph CrewAI Autogen
  • Docker Azure Linux production deployment skills

Nice-to-have

  • Federated and Distributed Learning architecture knowledge
  • Model explainability tools SHAP LIME usage
  • GDPR-compliant application development experience
  • Telemetry and visualization via Metabase Seaborn

Key Requirements

  • Production deployment track record with Docker and Azure
  • Experience with privacy-centric architectures like Federated Learning

Work Rights

Not specified

Tailored Resume

Cover Letter