Projects by Akash Renuka Ashok

All projects

• Evie & PawHealthAI Production AI Platform
  Pet-care platform building the longitudinal care layer between vet visits, combining conversational AI, structured triage, weekly check-ins, reminders and a persistent pet record.
• Clinical Quality & Safety Analytics
  A Power BI decision-support dashboard that turns quality indicators, clinical incidents, SIRS notifications, consumer experience and workforce data across twelve residential aged care homes into governance-ready reporting.
• Construction Data Onboarding Workbench
  An internal delivery tool for construction data migration: messy customer CSV in, canonical Company, Worker and Certification entities out, with a mandatory human approval gate before anything is exported.
• Transaction Monitoring Alert Triage
  An AML alert triage pipeline prototype: deterministic typology rules raise alerts, a scikit-learn layer ranks them, and a mandatory analyst disposition gate records every decision.
• ArkLens: Development Finance Review Assistant
  A development-finance review assistant built as a working prototype for real-estate lending teams, separating deterministic calculation from AI-generated narrative.
• United States Consumer Research Analysis
  Analysis of a 325-response US consumer study, translated into product, positioning and go-to-market direction.
• Production Instrumentation & Activation Audit
  A diagnostic review of a live product's measurement layer that reversed the team's roadmap priorities.
• Evie v3 Knowledge & Retrieval Architecture
  A phased plan and audit that replaces hardcoded AI knowledge and single-purpose retrieval with governed, reviewable infrastructure.
• Azure Agent Runtime & Evaluation Platform
  A prototype modular runtime for orchestrating tool-enabled AI agents with controlled context, execution tracing, evaluation and API integration.
• AI Financial Auditor & Cost Control Tool
  AI-powered prototype for analyzing financial transactions and invoices to detect anomalies and improve spending control.
• Daily Operations Briefing Tool
  Prototype operational intelligence system that converts raw booking and staffing data into structured daily briefings for non-technical business users.
• AI Content Workflow Assistant
  A prototype workflow assistant for content and media teams that automates summaries, briefs and reporting while preserving editorial review.
• n8n Program Operations Dashboard
  A prototype automation workflow that ingests operational data and APIs, converts messy inputs into structured outputs and triggers internal follow-up.
• UiPath Invoice Approval Workflow
  An invoice-processing workflow that watches a Google Drive folder, extracts invoice fields and routes documents through automated or human-reviewed decisions.
• Enterprise AI Evaluation Framework
  A prototype evaluation harness for generative AI systems focused on repeatability, failure analysis and regression prevention.
• Internal AI Operations Workspace
  An internal workspace used to organise product decisions, requirements, user feedback, technical context, tasks and AI-assisted workflows.
• Guidly: AI Homework Feedback System
  A privacy-conscious, open-source educational feedback system designed to identify misconceptions and support formative learning rather than a binary grade.
• Autonomous Driving with PID Control
  A control-system project in which a simulated vehicle followed cones, maintained a lane, performed lane changes and navigated increasingly complex roads.
• AI Failure Casebook for Postgraduate Teaching
  A curated collection of real AI failure examples intended to help students understand uncertainty, bias, overconfidence and responsible deployment.