Agentic AI / LLM Engineer & Full-Stack Developer at Azeus Systems (2024-05 – 2026-04)
Built agentic AI and LLM powered SaaS products for corporate governance, board meetings, document processing, and enterprise knowledge search.
- Architected tool-calling agents that autonomously executed multi-step governance workflows, chaining retrieval, summarization, and task generation across more than twelve document-heavy enterprise processes.
- Built agent orchestration logic in Python and LangChain to plan, route, and recover from failed tool calls, raising end-to-end task completion reliability across production runs.
- Designed and shipped RAG pipelines using embeddings, vector search, and retrieval filtering, with source previewing that let reviewers trace every AI generated answer back to its origin document.
- Created over forty production API endpoints in FastAPI and Node.js handling data ingestion, metadata indexing, access control, structured logging, and asynchronous job processing.
- Established an LLM evaluation harness with curated eval datasets and prompt libraries, measuring output accuracy, formatting adherence, and hallucination rates before each release.
- Engineered production safeguards including retry strategies, response validation, streaming output, and graceful fallbacks when model APIs degraded or timed out.
- Cut average document processing time from nine minutes to under four minutes through smarter batching, caching, and task coordination across the pipeline.
- Built reviewer facing UIs in React and TypeScript for confidence scoring, workflow assignment, document previewing, and agent configuration, replacing fragmented manual tooling.
- Modularized legacy service modules into decoupled domain services, enabling stable, independent delivery of new AI capabilities without regressions.
- Drove rapid delivery using Claude Code and Cursor while retaining ownership of architecture, deployment, and system level decisions.
Backend Developer & LLM Engineer at Accenture (2022-02 – 2024-04)
Delivered cloud-native backend services and early AI automation tools across digital transformation and application modernization programs.
- Built cloud-native backend services in Python and Node.js powering enterprise modernization programs spanning workflow automation and AI driven business platforms.
- Developed REST APIs that ingested customer records, workflow events, document payloads, and integration data across multiple client systems.
- Delivered proof-of-concept LLM automation covering document Q&A, email summarization, content categorization, and internal knowledge retrieval for digital transformation clients.
- Designed and optimized PostgreSQL and MySQL schemas, cutting reporting query time from several minutes to under 20 seconds.
- Integrated early OpenAI API workflows into business platforms, establishing reusable prompt patterns and structured output handling for downstream teams.
- Automated testing and deployment with Docker and GitHub Actions, keeping three deployment environments consistent and reducing release friction.
- Partnered with frontend engineers to define API contracts, error handling standards, pagination rules, and response formats for business dashboards.
Python Backend Engineer at CGI (2020-03 – 2022-02)
Built backend services, APIs, and integrations for enterprise consulting, systems integration, and cloud migration efforts.
- Built backend services in Python with Django, Flask, and FastAPI supporting large-scale consulting and systems integration engagements.
- Implemented REST APIs for user account management, reporting, notifications, file processing, and third-party integrations.
- Tuned database queries and indexing strategies, achieving response times below 500 milliseconds on several high-traffic endpoints.
- Collaborated with business analysts and QA to translate enterprise requirements into tested, documented, production-ready functionality.
Full Stack Developer at Shore360 (2014-09 – 2019-01)
Delivered custom web applications, customer portals, CRM workflows, and business automation tools for offshore client teams.
- Delivered fully integrated web applications for offshore client teams, covering CRM workflows, admin portals, reporting dashboards, and customer-facing sites.
- Built bespoke business tools using PHP, JavaScript, MySQL, and React to replace spreadsheet-driven operations with searchable dashboards.
- Designed responsive front-end interfaces and data entry forms that streamlined daily work for operational teams.
- Integrated third-party services including payments, email, and mapping to achieve complete workflow automation for clients.
