Bringing the State of the Art to Products
- Build collaborative relationships with product and business groups to deliver AI-driven impact
- LeadResearch and implementation ofstate-of-the-artusing foundation models, prompt engineering, RAG, graphs, multi-agent architectures, as well as classical machine learning techniques.
- Fine-tunefoundation models using domain-specificdatasets. -Evaluate model behavior on relevance, bias, hallucination, and response qualityvia offline evaluations, shadow experiments, online experiments, and ROI analysis.
- Build rapid AI solution prototypes, contribute to production deployment of these solutions, debug production code, supportMLOps/AIOps.
- Contribute to papers, patents, and conference
Leveraging Researchin real-world problems
- deepexpertisein AI subfields (e.g.,deep learning, Generative AI,NLP,muti-modal models)to translatecutting-edgeresearch into practical, real-world solutions that drive product innovation and business impact.
- Share insights on industry trends and applied technologies with engineering and product teams.
- Formulate strategic plans that integratestate-of-the-art
Documentation
- Maintain clear documentation of experiments, results, and methodologies.
- Share findings through internal forums, newsletters, and demos to promote innovation and knowledge sharing
,and Security
- Ensure responsible AI practices throughout the development lifecycle, from data collection to deployment and monitoring.
- Contribute to internal ethics and privacy policies andensure responsible AIpracticethroughoutAIdevelopment cyclefrom data collectionto model development, deployment, and monitoring.
Specialty Responsibilities
- Design, develop, and integrate generative AI solutions usingfoundation models and more.
- Deep understanding ofsmall and large language models architecture, Deep learning, fine tuning techniques, multi-agent architectures, classicalML,andoptimization techniques to adapt out-of-the-box solutions toparticular businessproblems
- Prepare and analyze data for machine learning,identifyingoptimalfeaturesandaddressingdata gaps.