Who we are

SIMYL Research Link to heading

SIMYL Research is a highly specialized technology consultancy focused on high-quality backend APIs to solve complex technological problems that require high performance, precision, and scalability.

Our Approach Link to heading

We focus on the backend: architecture, business logic, performance, and integrations. Frontend is not our main specialty; when needed, we can either collaborate openly with dedicated frontend teams or take it on ourselves, as long as the core value lies in backend logic and data.

We focus on speed, impact, and quality. We develop fast without sacrificing performance.

Speed: We deliver tangible results in short cycles. We don’t sell endless projects.

Impact: We solve the real problem, not superficial symptoms. We prioritize what generates immediate value.

Quality: High performance from the start. Clean, tested, and maintainable code. We don’t build prototypes, we build production software.

Our Experience Link to heading

We have proven experience in:

Algorithms and data structures: Often the “silver bullet” that transforms slow systems into high-performance solutions — a common weakness we’ve fixed in multiple projects
Distributed systems: Architectures that scale without breaking — we design for real load, not for demos
Fintech, Trading & Betting: Financial applications and betting market calculations where milliseconds matter
Real-time systems: Ultra-low latency, event processing, reactive architectures
Modeling and simulation: Monte Carlo, ML, mathematical optimization
Oil & Gas: Reservoir simulation, PVT analysis (pressure, temperature, viscosity), and production operations optimization (wellbore, electric submersible pumps - ESP, tubing, separator), with heavy numerical computing
Combinatorial optimization: Graph problems, network flows, scheduling, resource allocation
Modern infrastructure: Kubernetes, observability, CI/CD

Typical Results Link to heading

Some examples of impact we’ve generated (without mentioning clients due to confidentiality):

Latency reduction: We’ve reduced p99 latencies in production by over 40% on critical fintech APIs
Engine optimization: We’ve taken Monte Carlo simulation engines from seconds to milliseconds in trading environments
Zero-downtime migrations: We’ve migrated legacy systems to modern architectures without stopping the business or losing data

Who do we work with? Link to heading

We primarily work with:

CTOs, Tech Leads, and engineering/data teams at companies already in production
Tech startups that need to build robust products from the start
Established companies facing complex technical problems or needing to modernize legacy systems

Technologies Link to heading

We primarily work with:

Very high-performance microservices: Modern C++ (17/20/23) as primary, plus Go and Rust
Web servers: Go, Ruby on Rails
Data analysis: R (tidyverse, Shiny), Python for scripting
Infrastructure: Kubernetes, Docker, cloud providers (AWS, GCP, Azure)
Databases: PostgreSQL, Redis, ClickHouse, time-series DBs
Observability: Prometheus, Grafana, Jaeger, ELK stack

Why SIMYL? Link to heading

We’re not a traditional development agency. We’re technical specialists who:

Understand complex problems at a deep level
Write production code, not prototypes
Prioritize quality and long-term maintainability
Clearly communicate technical and business trade-offs
If we don’t master something, we’ll tell you — we’d rather say no than deliver something mediocre

Meet the team Link to heading

If you want to review each member’s biography and technical focus areas, visit our team page.

View team profiles