Isha Rani's Linkedin Analytics

Engineering Leader with 21+ years of experience leading Data and AI driven Products and Tech Innovation. Leading teams in India at Microsoft for Insider Risk Management, Communications Compliance and Compliance Posture Management products. We leverage distributed data systems powered by ML and AI to achieve low latency, robust and resilient Data Risk Management, Governance and Compliance. Intuit - Unified Ingestion Platform - with both Streaming and Batch reconciliation accommodating 200+ pipelines ingesting 20k tables processing 5B events reconciling 70TB daily. Data Studio - Empower data stakeholders to build their own pipelines via no code platform Cerebro - provide business insights and recommendations in turn to leadership - powered by data via multiple third party platforms Intuit Reporting - Data Aggregations and Ingestion to power Quick Books Advanced Reporting features. Worked on Artificial Intelligence for Content Quality, Anti-Abuse to detect Spam/Low Quality content on LinkedIn. Our teams combine Science and Engineering while applying state-of-the-art Machine Learning (ML) and Artificial Intelligence (AI) techniques to provide solutions to business problems. We work on design and development of ML based models on text, image, videos and structured LinkedIn data. Our solutions include - - Ideation [Define the ML problem] - Data Mining - Statistical Modelling, Optimisation - Experimentation, A/B Tests - Deployment - Monitoring, Conclusion, Ongoing Tracking Previously, built and led teams of high-caliber Engineers in Gaming, Banking and HealthCare domain to deliver scalable, real-time products with high business impact. Interfaced with C-level executives to drive Big Data and ML based Strategy and Vision across the organisation.