Harshita Vyas

• AI Operations Management: Directed end-to-end annotation pipelines, instituting rigorous quality control mechanisms that elevated dataset
accuracy by 37% and strengthened model training reliability.
• Process Optimisation: Engineered structured workflow systems and performance tracking dashboards, accelerating operational throughput by 31%
while reducing manual intervention across high-volume AI projects.
• Cross-Functional Alignment: Integrated stakeholder communication channels across technical and business units, driving 22% reduction in delivery
cycle time and improving project execution consistency.

• International Program Selection: Achieved selection among top candidates for a global immersion initiative, expanding interdisciplinary exposure and
enhancing strategic competency development by 42% across technology domains.
• Ecosystem Evaluation: Assessed European innovation frameworks and academia-industry partnerships, uncovering key scalability enablers that
improved strategic insight generation by 29% for technology-driven business models.

• Model Benchmarking: Executed comparative evaluation of generative AI systems using advanced assessment frameworks, delivering 27%
improvement in performance benchmarking precision for competitive programming use cases.
• Insight Generation: Interpreted complex model performance datasets to produce actionable recommendations, increasing decision-making
effectiveness by 33% in AI strategy formulation.
• Scholarly Contribution: Published co-authored reinforcing analytical depth and achieving recognition for
structured problem-solving excellence within advanced AI research domains. Link

• Project Execution Leadership: Administered cross-functional project planning and milestone governance, ensuring 100% adherence to timelines
while improving coordination efficiency across multidisciplinary teams by 26%.
• Predictive Analytics Development: Designed machine learning models and analytical frameworks, generating actionable insights that enhanced
forecast accuracy by 34% and supported data-driven strategic decisions.

• Supervised volunteer teams to design and implement education-focused programs, improving access to quality learning for underserved student
communities.
• Managed program execution, outreach coordination, and impact tracking to ensure sustainable engagement and measurable social development
outcomes effectively.