IPL CRUNCH ’26 — Ball-by-Ball IPL Intelligence Dashboard for Strategic Match Analytics
Built an interactive IPL analytics platform with modular ball-by-ball processing, real-time Streamlit dashboards, and data-driven cricket insights across season
YYogi GoneBuilt a Full Ball-by-Ball IPL Intelligence Engine
Designed and developed a fully interactive analytics dashboard capable of processing raw IPL ball-by-ball datasets into meaningful cricket intelligence. The platform answers strategic match questions through automated analysis modules covering toss impact, phase dominance, player performance, season trends, and data-driven surprise insights — all within a single unified system.
Engineered High-Performance Interactive Data Visualizations
Created 20+ interactive Plotly visualizations with dynamic filtering, hover storytelling, KPI cards, and responsive UI components. Optimized dashboard responsiveness using vectorized Pandas operations and Streamlit caching, enabling near real-time analysis even on large multi-season IPL datasets.
Transformed Raw Cricket Data into Actionable Strategic Insights
Implemented advanced feature engineering and automated insight-generation logic to uncover hidden match patterns such as death-over dominance, dot-ball pressure impact, and toss-decision advantages. Converted complex statistical outputs into clear visual narratives understandable by both technical and non-technical audiences.
Overview
Interactive IPL analytics platform turning ball-by-ball data into strategic, insightdriven dashboars Process Built modular IPL analytics with clean pipeline, Plotly visuals, Streamlit UI, and automated insight Results Built scalable IPL dashboard delivering interactive, data-driven cricket strategy insights. Reflection Add ML prediction, real-time data, cloud deployment, and personalized IPL analytics dashboards.