Arnav Prashant Bule

V4C.ai

• Built and maintained end-to-end ETL pipelines using PySpark, Delta Lake, and Auto Loader, implementing Medallion Architecture (Bronze–Silver–Gold) for scalable, production-grade analytics and ML workloads.
• Orchestrated and automated production pipelines using Databricks Jobs and Databricks Asset Bundles (DABs), with parameterization, scheduling, and environment-aware deployments aligned with CI/CD principles.
• Integrated MLflow for experiment tracking, model versioning, and reproducibility, supporting MLOps workflows and lifecycle management in cloud-based environments.
• Optimized data transformations, compute usage, and storage layouts to improve performance, reliability, and cost efficiency, enabling downstream BI reporting and ML-ready datasets.

Persistent Systems

• Designed and developed a full-stack AI email assistant (Email Digital Twin) using a custom Chrome Extension and Node.js/Express backend to automate hyper-personalized email drafting.
• Integrated Google Gemini (gemini-2.5-flash) to analyze users' sent emails, dynamically extracting communication patterns to build distinct, context-specific writing personas.
• Implemented Retrieval-Augmented Generation (RAG) with LanceDB vector database, enabling semantic search over past email threads for context-aware draft generation.
• Engineered a high-performance batch processing system using parallel fetching (10 concurrent requests), accelerating email analysis and persona generation by 5–7×.

IS360 Technologies

• Developed a machine learning pipeline using Linear Discriminant Analysis (LDA) to classify EEG signals from the Auditory Oddball paradigm, detecting event-related potentials like the P300 wave.

Cloud Computing Club

• Led a 55‑member team delivering workshops, seminars, and hands‑on cloud‑training sessions.
• Grew a community of 600+ students, achieving 90% repeat‑engagement intent.
• Managed logistics, marketing, speakers, and budgets for large‑scale events, ensuring flawless execution.

CodeChef Campus Chapter

• Managed the chapter's annual calendar and budget, aligning eight coding events per semester with academic schedules.
• Organised & hosted monthly CodeChef challenge mirrors, boosting average participation from 120 → 350 students.
• Led cross‑functional sub‑teams (marketing, problem‑setting, tech) and produced run‑books that cut future planning time by 40%.
• Mentored a 10‑member junior committee through weekly stand‑ups and retrospectives, building a sustainable leadership pipeline.