We architect, build, and scale software that matters.
A collective of senior developers with deep experience in enterprise systems and open-source infrastructure.
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
Frontend (React, Vue, Angular, TypeScript)
Backend (Node.js, Python, Go, Rust, Java, .NET)
Mobile (React Native, Flutter, iOS/Android)
Cloud (AWS, GCP, Azure), Kubernetes, Docker, CI/CD
Infrastructure as Code, monitoring, observability
AI & ML: LLMs, fine-tuning, generative AI, MLOps
System design, microservices, distributed systems
Database design, performance optimization
Open Source contributions and partnerships
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.
Realtime Collaboration Platform
2024Low-latency collaboration with CRDT syncing and offline support.
ML-Powered Search
2023Semantic search with LLM reranking for enterprise knowledge bases.
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.”
Book a senior-led discovery call
Bring your toughest problems. We'll bring experience, clarity, and momentum.