Forward-deployed AI engineer embedded inside enterprise customers, delivering working LLM/agent systems in regulated environments in days—not quarters. I own discovery through production rollout and adoption, measuring success by outcomes that move real numbers, not by demos. I build production-grade agentic systems, RAG pipelines, and custom eval/quality frameworks with security and governance first-class (SSO, audit logging, access control, privacy, guardrails, and human-in-the-loop). I productise what works into reusable patterns and accelerators so each deployment is faster than the last.

Sunny Singh

Forward-deployed AI engineer embedded inside enterprise customers, delivering working LLM/agent systems in regulated environments in days—not quarters. I own discovery through production rollout and adoption, measuring success by outcomes that move real numbers, not by demos. I build production-grade agentic systems, RAG pipelines, and custom eval/quality frameworks with security and governance first-class (SSO, audit logging, access control, privacy, guardrails, and human-in-the-loop). I productise what works into reusable patterns and accelerators so each deployment is faster than the last.

Available to hire

Forward-deployed AI engineer embedded inside enterprise customers, delivering working LLM/agent systems in regulated environments in days—not quarters. I own discovery through production rollout and adoption, measuring success by outcomes that move real numbers, not by demos.

I build production-grade agentic systems, RAG pipelines, and custom eval/quality frameworks with security and governance first-class (SSO, audit logging, access control, privacy, guardrails, and human-in-the-loop). I productise what works into reusable patterns and accelerators so each deployment is faster than the last.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

English
Fluent
Nepali
Intermediate
Hindi
Intermediate

Work Experience

Senior AI Engineer at Future Secure AI
June 1, 2025 - July 31, 2026
Embedded on-site at Macquarie Group in a regulated banking environment. Led end-to-end production deployments of AI systems, from discovery and use-case framing to proofs of concept, production hardening, observability, and adoption. Designed enterprise AI assistants and agents integrating LLMs with enterprise APIs, RAG over Confluence/GitHub, workflow automation, and human-in-the-loop escalation. Implemented LLMOps practices including custom eval suites (accuracy/latency/retrieval quality), CI/CD quality gates, monitoring/alerting, and audit logging/access control for compliance. Contributed implementation patterns and reusable accelerators across agentic workflows, retrieval pipelines, and automation infrastructure.
Senior AI Engineer at Finoya AI
May 1, 2025 - July 31, 2025
Built AI features for a financial intelligence platform: natural-language financial Q&A, cash flow forecasting, and scenario planning. Engineered backend AI workflows that connect accounting data (Xero, MYOB, QuickBooks and 20+ integrations) to financial models and LLM-driven reasoning, including reconciliation logic, secure real-time sync pipelines, and data privacy controls. Worked with finance stakeholders to scope what the platform should answer and iterated based on user feedback; also implemented dashboard surfaces for non-finance users.
Senior AI Engineer at Duo Group
February 1, 2025 - May 31, 2025
Developed an AI-powered one-way video interview platform to streamline candidate evaluation. Built a browser-based system for candidates to record video responses and securely upload for asynchronous review by interviewers. Integrated GPT-based summarization/evaluation assistance for reviewers and designed secure media handling aligned to data privacy standards. Delivered a performant, accessible end-to-end experience across devices and supported experimentation workflows for AI features.
Full Stack Engineer at The Being Group
November 1, 2022 - February 28, 2025
Delivered robust web applications for government, enterprise, and nonprofit clients with end-to-end ownership from architecture through deployment and optimization. Built SaaS/internal platforms and data-driven systems with reliability, security, and performance as core constraints. Improved DevOps and performance practices (including real-time reporting dashboards and optimized APIs). Worked with clients including AUSTRAC, Clean Up Australia, Hitachi, City of Parramatta, TAFE NSW, and Fair Work Commission.
Full Stack Developer at Bang Australia
September 1, 2021 - November 30, 2022
Designed and built high-performing, scalable web applications across frontend and backend. Implemented responsive user experiences, optimized server-side performance, and architected APIs for secure, scalable functionality. Streamlined deployments using CI/CD and cloud integrations and supported containerized infrastructure. Delivered client-focused SaaS and internal tools with real-time communication and analytics components.
Full Stack Engineer at Spicy Broccoli Media
October 1, 2019 - September 30, 2021
Built responsive, interactive, high-performance web applications end-to-end. Owned backend API development, system integration, and performance/security optimization; created pixel-accurate frontend experiences with reusable design systems. Implemented automated CI/CD and cloud deployments. Developed solutions including internal platforms, dashboards, e-commerce, scheduling portals, and secure medical-related applications.
Full Stack Engineer at Maple Leap Groups
July 1, 2012 - July 31, 2019
Engineered interactive, high-performance web applications across industries (education, immigration, consulting). Owned projects end-to-end: planning, development, deployment, optimization, and secure integrations with third-party services. Designed scalable RESTful APIs, supported system upgrades/migrations to improve maintainability, and implemented DevOps practices to streamline development workflows.

Education

at JanJyoti Technical College
January 1, 2010 - January 1, 2010

Qualifications

Add your qualifications or awards here.

Industry Experience

Financial Services, Government, Software & Internet, Education, Media & Entertainment, Non-Profit Organization, Professional Services, Computers & Electronics