MarcRoopchand
I build and ship products end-to-end, from product direction and architecture to production implementation and team execution.
Years building
Users
Value managed
Infra cost down
Career
highlights
I work end-to-end on important problems: product framing, architecture, implementation, and execution that produces measurable outcomes.
Building an intelligence layer that helps teams execute end-to-end workflows inside their existing stack.
- Lead product, engineering, and go-to-market around custom AI systems for operational teams.
- Built a platform that connects to ERP, CRM, finance, procurement, and internal tools without requiring migration.
- Designed modular intelligence components across ingestion, extraction, indexing, query, and session context.
- Ship agentic workflow automation that reduces manual hand-offs and delivers production outcomes faster.
Built and shipped the company's AI platform while leading engineering and research.
- Led a company-wide pivot from blockchain infrastructure to AI products, resetting roadmap and technical direction.
- Designed and shipped a multi-LLM platform with research tooling, reporting workflows, agent capabilities, and media generation.
- Built an intelligent email system that indexed 2.5M emails and 500K attachments, with an agentic search layer that surfaced the right context consistently.
- Built and mentored engineering and research teams with clear ownership, faster delivery, and higher quality standards.
- Drove product and execution focus that contributed to peak yearly profits in 2021.
Scaled wallet infrastructure and platform engineering for a high-growth product.
- Owned engineering strategy for Jaxx Liberty, supporting 1.5M+ users and $2.5B in wallet value.
- Rebuilt core services in Go and cut monthly infrastructure cost by 67%.
- Reduced blockchain indexation time from weeks to hours through parallelized pipeline design.
- Built unified APIs for 90+ assets and standardized cloud delivery with Terraform, Docker, and ECS.
- Improved wallet core performance (10x faster wallet creation) and reduced new-asset integration from weeks to days.
Built regulated fintech systems across mobile, backend, and cloud infrastructure.
- Led full-stack delivery across iOS, Java services, and AWS for the MintChip platform.
- Built secure financial workflows that moved millions of dollars across thousands of transactions.
- Designed configurable authentication and permissions systems for enterprise-grade security controls.
- Implemented a modular transaction engine and supervised AWS + CI/CD operations for reliable releases.
Built backend gameplay features for a large live game.
- Developed PHP backend features for War of Nations.
Implemented gameplay systems in a fast iteration environment.
- Implemented gameplay logic in C# for Heroes of Dragon Age.
Hands-on
execution
My default mode is builder mode: get close to users, define the right system, ship quickly, and improve from real usage data.
I ship AI features teams use daily, from prototype through production.
- Idea to rollout
- Instrumentation and monitoring
- Operator-friendly UX
I coordinate models and tools to hit quality, latency, and cost targets.
- Multi-model routing
- Fallback strategy
- Cost-aware execution
I turn noisy information into structured outputs through retrieval and synthesis.
- Grounded responses
- Evidence capture
- Repeatable outputs
I build document systems that extract structured data for faster decisions.
- Extraction and summarization
- Schema-driven outputs
- Review workflows
I integrate media generation in ways that are useful and production-ready.
- Model abstraction
- Prompt pipeline design
- Production-grade UX
Every system should earn its complexity through measurable business outcomes.
- Outcome over novelty
- Reliability first
- Adoption-focused UX
How I
lead
Leadership as execution: clear direction, less friction, and accountability to outcomes.
Define product priorities and technical guardrails so execution stays focused.
- Priority alignment
- Design reviews
- Release quality gates
Build teams that ship reliably through hiring, coaching, and direct feedback.
- Top-caliber hiring
- Role clarity
- Short feedback cycles
Turn engineering strategy into measurable operating and product gains.
- 67% infra cost reduction
- Indexation: weeks to hours
- 10x wallet creation speed
Engineering
foundation
A rigorous systems background that still shapes how I design, implement, and scale products.
Bachelor of Software Engineering (Honours) — 2014