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Hire the Top 3% of Agentic Systems Engineers

Hire vetted Agentic Systems engineers on demand. Leading companies choose Agentic Systems freelancers from Toptal for their most important development projects.

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Find and hire Top Agentic Systems Engineers worldwide. Simply click on your preferred time zone on the map.

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Mehdi Ghasemi

Agentic Systems Engineer
UTC-07:00
Canada
Toptal Member Since July 4, 2019

Mehdi is a Ph.D.-level mathematician and senior data scientist with 7+ years of experience delivering production ML systems for the public sector. At Edmonton Police Service, he leads AI/ML strategy, including predictive analytics and privacy-preserving ML pipelines. Previously, he deployed a recidivism-risk model for Saskatchewan correctional facilities. His work spans statistical modeling, optimization, RAG/agentic systems, and MLOps; h-index 16; author of open-source optimization packages.

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Ishita Mukherjee

Agentic Systems Engineer
UTC-05:00
Canada
Toptal Member Since August 19, 2026

At Royal Bank of Canada, Ishita led the architecture and delivery of an enterprise agentic AI platform supporting 100+ business users. She is a principal engineer and architect with over 15 years of experience in data and AI/ML for financial services and healthcare. Ishita's expertise spans AWS, Databricks, and Python; she reduced infrastructure costs by 60% while at RBC.

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Gustavo Franco

Agentic Systems Engineer
UTC-05:00
United States
Toptal Member Since March 19, 2026

Gustavo is a versatile AI architect, lead data scientist, and prompt engineer with 12+ years of experience. He has designed and delivered scalable, production-grade machine learning (ML) and generative AI (GenAI) solutions for government, retail, and enterprise clients. Gustavo is an expert in large language models (LLMs), agentic systems, NLP, MLOps, and cloud-based infrastructure, including Azure and AWS.

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Patryk Pawłowski

Agentic Systems Engineer
UTC+01:00
Poland
Toptal Member Since December 24, 2016

Patryk is a senior full-stack developer with 13+ years of experience building web, mobile, APIs, tooling, and AI-powered apps. He has led projects for startups and enterprises. He specializes in agentic systems and AI workflows using Claude Code and Copilot, designing structured prompting, guardrails, and reusable components. With a design background, he delivers polished, scalable, user-focused products.

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Samuele Giampieri

Agentic Systems Engineer
UTC+01:00
Italy
Toptal Member Since July 21, 2026

Over 15 years, Samuele has built enterprise-grade AI applications and agentic systems that serve millions of users in the cloud. Holding multiple AWS certifications, he's partnered with companies of every size across many industries and project types, delivering production-ready solutions that are secure, scalable, and reliable. From AI architecture to full-stack engineering, he manages the entire application lifecycle, turning complex problems into systems built to last.

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Imane Momayiz

Agentic Systems Engineer
UTC+01:00
France
Toptal Member Since May 29, 2026

Imane is a machine learning engineer with 4 years of experience, specializing in RAG systems, LLM fine-tuning, and generative AI. She has built production retrieval pipelines and agentic systems for multiple industries, and has worked across the full ML application lifecycle. Imane is fluent in English, French, and Arabic.

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Zubair Baqai

Agentic Systems Engineer
UTC+01:00
Italy
Toptal Member Since September 8, 2026

Zubair is an AI and machine learning (ML) engineer with 8 years of experience building AI and ML solutions across finance, healthcare, eCommerce, and automation. His toolkit centers on computer vision, NLP/LLMs, and recommendation systems. While at Visme, Zubair shipped AI image tools used by 40+ million users and improved design workflows with multimodal models.

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Sanin Mujkić

Agentic Systems Engineer
UTC+01:00
Croatia
Toptal Member Since August 23, 2012

Sanin is a CTO and software architect with 15+ years of experience building scalable digital products, SaaS platforms, and distributed back-end systems. He specializes in Elixir, Erlang, Phoenix, PostgreSQL, APIs, and cloud infrastructure. Sanin is currently focused on AI agents and workflow automation that connect business processes, company data, and existing tools to reduce manual work and create reliable, production-ready solutions.

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Hayk Harutyunyan

Agentic Systems Engineer
UTC+04:00
United Kingdom
Toptal Member Since April 17, 2022

Hayk is an engineering leader combining infrastructure expertise (Kubernetes, AWS) with applied AI engineering. He is experienced in productionizing agentic systems: moving beyond demos to build reliable, observable, and cost-efficient AI architectures. Hayk has a unique background in FinOp and cost-aware system design.

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Narine Aghalaryan

Agentic Systems Engineer
UTC+04:00
Armenia
Toptal Member Since July 21, 2026

Narine is a senior software engineer with 9 years of experience in Java development and modern AI integration for clients such as Async and Fortra. Her primary expertise is in Java, Spring Boot, event-driven architecture, and LLM-powered solutions, where she thrives in cloud-native environments. Narine builds scalable distributed systems and intelligent workflows that enhance product capabilities and improve operational efficiency.

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Abu Bakar Ilyas

Agentic Systems Engineer
UTC+05:00
Pakistan
Toptal Member Since September 10, 2026

Abu is a principal AI engineer with 7+ years of experience in ML and LLMs. He builds agentic systems and designs harnesses that empower agents to manage entire workflows in production, adhering to enterprise standards like validation and defensive coding for Fortune-class banking clients and startups. With a master's degree in computer science from Georgia Tech, Abu placed first among 18,000 participants in a Kaggle competition.

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Toptal in the press

... allows corporations to quickly assemble teams that have the right skills for specific projects.

Despite accelerating demand for coders, Toptal prides itself on almost Ivy League-level vetting.

Our clients
Creating an app for the game
Conor Kenney
Creating an app for the game
Leading a digital transformation
Elmar Platzer
Leading a digital transformation
Building a cross-platform app to be used worldwide
Building a cross-platform app to be used worldwide
Drilling into real-time data creates an industry game changer
Drilling into real-time data creates an industry game changer
Testimonials

How to Hire Agentic Systems Experts Through Toptal

1

Talk to One of Our Client Advisors

A Toptal client advisor will work with you to understand your goals, technical needs, and team dynamics.
2

Work With Hand-selected Talent

Within days, we’ll introduce you to the right Agentic Systems engineer for your project. Average time to match is under 24 hours.
3

The Right Fit, Guaranteed

Work with your new Agentic Systems expert for a trial period (pay only if satisfied), ensuring they’re the right fit before starting the engagement.

EXCEPTIONAL TALENT

How We Source the Top 3% of Agentic Systems Engineers

Our name “Toptal” comes from Top Talent—meaning we constantly strive to find and work with the best from around the world. Our rigorous screening process identifies experts in their domains who have passion and drive.

Of the thousands of applications Toptal sees each month, typically fewer than 3% are accepted.

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FAQs

  • Typically, you can hire Agentic Systems engineers with Toptal in about 48 hours. For larger teams of talent or full end-to-end project delivery, timelines may vary. Our talent matchers are highly skilled in the same fields they’re matching in—they’re not recruiters or HR reps. They’ll work with you to understand your goals, technical needs, and team dynamics, and match you with ideal candidates from our vetted global talent network.

    Once you select your Agentic Systems expert, you’ll have a no-risk trial period to ensure they’re the perfect fit. Our matching process has a 98% trial-to-hire rate, so you can rest assured that you’re getting the best fit every time.

  • To hire the right Agentic Systems engineer, it’s important to evaluate a candidate’s experience, technical skills, and communication skills. You’ll also want to consider the fit with your particular industry, company, and project. Toptal’s rigorous screening process ensures that every member of our network has excellent experience and skills, and our team will match you with the perfect Agentic Systems engineers for your project.

  • At Toptal, we thoroughly screen our Agentic Systems experts to ensure we only match you with the highest caliber of talent. Of the more than 200,000 people who apply to join the Toptal network each year, fewer than 3% make the cut.

    In addition to screening for industry-leading expertise, we also assess candidates’ language and interpersonal skills to ensure that you have a smooth working relationship.

    When you hire Agentic Systems engineers with Toptal, you’ll always work with world-class, custom-matched Agentic Systems engineers ready to help you achieve your goals.

  • You can hire Agentic Systems experts on an hourly, part-time, or full-time basis. Toptal can also manage the project end-to-end based on your specific requirements as part of our Consulting and Services offerings. Whether you hire a Agentic Systems engineer for a full- or part-time position, you’ll have the control and flexibility to scale your team up or down as your needs evolve. Our Agentic Systems engineers can fully integrate into your existing team for a seamless working experience.

  • We make sure that each engagement between you and your Agentic Systems engineer begins with a trial period of up to two weeks. This means that you have time to confirm the engagement will be successful. If you’re completely satisfied with the results, we’ll bill you for the time and continue the engagement for as long as you’d like. If you’re not completely satisfied, you won’t be billed. From there, we can either part ways, or we can provide you with another Agentic Systems engineer who may be a better fit and with whom we will begin a second, no-risk trial.

Toptal Lets You Hire Fast,
With Unparalleled Success

  • Trusted Talent Only

    Trusted Talent Only

    Our talent network is composed of thoroughly vetted professionals who ramp up quickly, function as essential team members, and deliver results.

  • Precise Matching

    Precise Matching

    Our experienced talent matchers specialize in identifying talent that fits your needs. They work to understand your exact requirements and hand-select the best professionals for your project.

  • Seamless Hiring

    Seamless Hiring

    We handle all aspects of billing, payments, and NDAs, streamlining the hiring process so you can focus on innovation, not overhead.

  • No-risk Trial Period

    No-risk Trial Period

    We want to be sure your engagement is a total success, so we offer a no-risk trial period. Work with your new hire for up to two weeks and pay only if you’re satisfied.

  • Effortless Scaling

    Effortless Scaling

    We help you scale your team up or down as needed, with quick and efficient hiring in under 48 hours.

  • Flexible Engagements

    Flexible Engagements

    Our flexible engagement models allow you to choose the engagement type that suits your needs and adjust it anytime: hourly, part time, or full time.

Top Agentic Systems Engineers Are in High Demand.

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