- design data-driven solutions- integrate LLM solutions to existing processes- evaluate total cost of ownership for generative AI solutions- feasibility analysis of AI solutions- consulting on feasibility of AI solutions in given business process- overseeing annotation and LLM fine tuning- designing technical dept analysis tooling- designing and leading education AI powered project- deep interviewing to analyze market fit

- hiring and managing cross-functional teams- analytical consulting- conducted a security network perimeter audit for a fragmented production group, identifying that 40% of gateway security devices were unsupported; negotiated a vendor deal resulting in a 50% trade-in discount for obsolete devices- conducted an audit of a C++ development team, uncovering investor fraud that had caused significant project delays; delivered actionable recommendations to improve transparency- data monitoring systems design and development- data pipeline building and maintenance- development and support of online learning systems- data-driven customer behavior mapping- cross‐platform automated testing