We architectarchitect
systems that matter.
A senior collective building reliable products and platforms—AI/ML, infra & DevOps, and full‑stack engineering.
Spotlight
Featured case study: ML‑Powered Search
Enterprise semantic search with retrieval, reranking, and robust operations.
Semantic Search for Knowledge Bases
We shipped a hybrid retrieval + LLM reranking pipeline with evaluation harnesses, privacy guardrails, and production MLOps. Result: higher relevance, happier customers, and safer rollout.
Customers report better answers with less friction.
Observable pipeline with safe fallbacks.
What we do
Core competencies
Hands-on senior engineering across product, platform, AI/ML, and infrastructure.
Full-Stack Development
Expert-level delivery in full-stack development with a focus on scalability and performance.
Frontend (React, Vue, Angular, TypeScript)
Expert-level delivery in frontend (react, vue, angular, typescript) with a focus on scalability and performance.
Backend (Node.js, Python, Go, Rust, Java, .NET)
Expert-level delivery in backend (node.js, python, go, rust, java, .net) with a focus on scalability and performance.
Mobile (React Native, Flutter, iOS/Android)
Expert-level delivery in mobile (react native, flutter, ios/android) with a focus on scalability and performance.
Cloud (AWS, GCP, Azure), Kubernetes, Docker, CI/CD
Expert-level delivery in cloud (aws, gcp, azure), kubernetes, docker, ci/cd with a focus on scalability and performance.
Infrastructure as Code, monitoring, observability
Expert-level delivery in infrastructure as code, monitoring, observability with a focus on scalability and performance.
AI & ML: LLMs, fine-tuning, generative AI, MLOps
Expert-level delivery in ai & ml: llms, fine-tuning, generative ai, mlops with a focus on scalability and performance.
System design, microservices, distributed systems
Expert-level delivery in system design, microservices, distributed systems with a focus on scalability and performance.
Database design, performance optimization
Expert-level delivery in database design, performance optimization with a focus on scalability and performance.
Open Source contributions and partnerships
Expert-level delivery in open source contributions and partnerships with a focus on scalability and performance.
Why Bytes2Pro
Senior-first. Outcome-focused. Calm delivery.
We bring velocity with judgment—shipping quickly without creating tomorrow's problems.
Senior-first delivery
Work directly with experienced engineers—no bait-and-switch. Clear ownership, high craft.
Outcome over output
We optimize for business impact, not ticket throughput. Less code, more value.
Pragmatic architecture
Right-sized designs with observability and reliability baked in from day one.
Impact
Business outcomes that matter
How we work
A focused, senior-led process
Clear goals, right-sized architecture, tight feedback cycles, measurable outcomes.
Discovery
Senior-led deep dive into your system, goals, and constraints.
Architecture
Right-sized architecture with clear contracts and observability.
Build
Senior engineers implement with speed, quality, and maintainability.
Scale
Performance, reliability, and iteration with strong delivery.
Selected work
Projects & case studies
A taste of outcomes we've shipped for startups and enterprises.
What clients say
Trusted by product and platform leaders
“Bytes2Pro brought senior judgment and velocity. Our platform stabilized and feature delivery accelerated without sacrificing quality.”
Ready to elevate your engineering?
Bring your toughest technical challenges. We'll bring the senior expertise, architectural clarity, and execution momentum you need.