Role: AI/ML Lead/Architect
Remote
Contract
Lead the end-to-end execution of high-priority AI/ML projects, ensuring they are delivered on time, within budget, and to the highest technical standards.
Translate the enterprise AI strategy and product roadmaps into detailed project plans, technical specifications, and actionable backlogs for engineering teams.
Serve as the primary technical point of contact for project stakeholders, managing dependencies, mitigating risks, and communicating progress effectively.
RAG Decision Clarity- Ability to design, implement, and explain complete GenAI/RAG solutions independently, from business problem to production deployment, strong understanding of when to use RAG and when not to, ability to justify design
choices instead of using GenAI by default.
Embedding & Vector Search Expertise Hands-on experience with embedding models, vector dimensions, similarity metrics, and internal workings of vector databases.
Chunking & Context preservation- expertise in multiple chunking strategies with clear understanding of context loss and mitigation techniques.
Metadata vs Semantic search Understanding- clear distinction between metadata-based filtering and semantic retrieval, and ability to apply each appropriately.
Agentic Architecture Ability to design agent workflows with clearly defined responsibilities, avoids unnecessary or misaligned use of agents.
Multimodal document processing- experience in handling texts, tables, and images.
Contact Information
Email: santhosh.s@sightspectrum.com
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