Experience & Expertise

Professional journey, enterprise innovations, and deep technical capabilities.

Assistant Manager & Lead Architect

Collective RCM (Pvt) Ltd · 2019 – Present

Principal Architect of the Collective Intranet System: Engineered a secure, hybrid SQL/NoSQL platform (Flask, PostgreSQL, MongoDB GridFS) centralizing all enterprise workflows.
Implemented a high-security framework featuring 2FA, company email validation, Redis-based rate limiting, and account lock logic.
Designed a complex training-and-progression engine with timed assessments, automated scoring, and administrative approval gates.
Managed end-to-end CI/CD pipelines via GitHub Actions with deployment to Azure Web Apps.

Lead multi-functional teams in healthcare Revenue Cycle Management (RCM), optimizing Billing, Posting, and Denial Management workflows.
Architected real-time performance analytics dashboards, reducing manual audit effort by over 40% and improving KPI visibility.
Mentored and trained staff on technical and operational workflows, ensuring a 95% pass rate in internal certification programs.

Independent Full Stack & AI Developer

Technical Project Portfolio · Ongoing

CodeX: Built an Architecture Intelligence Engine using Gemini 3.1 Pro and a custom GraphEngine for automatic repository mapping and 'Wiki-grade' documentation.
RevOps AI: Developed a B2B SaaS for healthcare revenue auditing using an Autonomous Agent Architecture (CEO, Eng, ML 'Pods') and Scikit-learn forecasting.
CareerForge AI 3.0: Architected a multi-agent career OS featuring low-latency voice AI (Gemini 3.1 Flash Live API) and real-time market grounding.
ReviewRadar AI: Engineered an ETL pipeline for ~7M+ reviews, implementing ensemble ML (XGBoost/RF) for sentiment intelligence with R² optimized models.

RCM Predictive Analytics: Published research achieving R² > 0.90 in healthcare payment forecasting using Random Forest and Neural Networks.
Disaster Management: Developed a Laravel-based flood mitigation system for Sri Lanka with integrated SMS gateways for mass geo-fenced alerting.

Technical Skills

AI & Machine Learning

Full Stack & Backend

Cloud & Infrastructure

Data & Visualization