Lead high-impact AI/ML and data engineering projects across ASG's portfolio companies.
Build hands-on LLM-powered tools, data pipelines, and ML systems.
Partner with portfolio companies to commercialize data and drive AI adoption.
ASG is an unconventional group of market-leading SaaS software companies serving industries from behavioral health to childcare. It has acquired over 50 businesses since 2016 and is backed by Alpine Investors, operating with a PeopleFirst culture.
Design, build, and deploy AI agents that automate real business processes.
Integrate LLMs from OpenAI, Gemini, Anthropic, and open-source models into products.
Own delivery end-to-end, from prototype to production, choosing the right LLM/tooling.
We are a software development agency based in Vilnius, Lithuania, building production-ready AI and software solutions. Our team works remotely across the EU/EEA, with a focus on independent, fast-moving delivery.
Build evaluation frameworks for AI agents, including datasets and metrics for real-world task performance.
Design experiments to compare models and tools, identifying regressions and trade-offs.
Investigate agent failures and improve performance across models, harnesses, and tooling.
Gauntlet builds the financial systems of the future, operating across the onchain finance stack to offer vault products. They serve over $1.7B in client TVL across fintechs, protocols, exchanges, and capital allocators, combining traditional finance and crypto-native expertise.
Build labeled evaluations from real agent activity and publish monitor precision and recall.
Run monitors across customer fleets and identify unread events.
Turn patterns into proposed policies and refinements for security engineers.
Sondera develops a policy engine for AI agents that enforces natural-language rules to ensure agents act as intended. The team includes veterans from top security and AI companies and is backed by leading venture firms, emphasizing a remote, writing-intensive culture.
Design and build AI-powered tools to decode complex biology and accelerate pharmaceutical research.
Develop reliable, scalable systems with LLMs, agents, and data pipelines in a fast-paced environment.
Collaborate with scientists and engineers to give biomedical researchers intuitive, powerful tools.
Owkin is an agentic AI company pioneering Biological Artificial Superintelligence to solve problems in biology. It offers a friendly and informal working environment with an international team of high technical and scientific backgrounds.
Design and build challenging evaluations and executable environments for coding and long-horizon agents.
Develop scoring logic and verifiers to detect reward hacks and trace failures through model outputs and harness code.
Build and scale RL data pipelines for generating and curating challenging coding and agentic tasks.
Prime Intellect is building the open superintelligence stack, providing infrastructure for post-training frontier AI models and open-source models trained for long-horizon tasks. The company has raised $150M from top investors and is a mission-driven team passionate about accelerating science and AI.
Train models and evaluate AI systems to deliver world-class AI to the warfighter.
Run experiments in reinforcement learning, pretraining, multimodal training, and related areas.
Work as a self-starter in a fast-paced Series-A startup, interacting with customers and owning projects.
EdgeRunner AI builds secure, edge-deployed AI that helps American warfighters make faster decisions and interact with robotic platforms using natural language. It's a Series-A startup with a remote-first culture and a team of researchers and ML engineers.
Build evaluations to measure and improve AI reasoning in complex, high-stakes decisions.
Collaborate with engineers, product, and domain experts to turn observed failures into testable improvements.
Own the quality of shipped systems, from code reviews to monitoring and integration.
Elicit builds AI systems that help research and business teams make evidence-based decisions on high-stakes questions. They are a remote-friendly, collaborative team that values rigorous thinking, experimentation, and in-person retreats.
Lead a small engineering team responsible for the core AI agent platform, including architecture and multi-agent orchestration.
Continuously improve figure quality through evaluations, experimentation, and real user feedback.
Build shared AI infrastructure and internal tooling to debug agent behavior and ship improvements faster.
BioRender accelerates scientific communication by enabling scientists to create scientific figures easily. They are a remote-first company backed by Y Combinator with a passionate team serving over 4 million scientists worldwide.
Set technical direction for production agent systems, including orchestration, tool use, memory management, and failure recovery.
Build and operate shared foundations: evaluation frameworks, observability, execution controls, and model access with routing and failover.
Work with security and platform teams to ensure scoped permissions, data isolation, audit trails, and safe execution of tools and code.
Cobalt runs AI agents in production that test real customer applications, operating at the forefront of the pentesting industry. The company is rapidly expanding, offering a collaborative culture with mentorship, competitive compensation, and a focus on growth.
Take on difficult AI problems from hypothesis to deployment, developing new algorithms when existing approaches fall short.
Design rigorous benchmarks, ablation studies, and statistical evaluations comparing methods with leading academic and industry approaches.
Work across areas including training-data attribution, model influence, interpretability, embeddings, and multimodal similarity.
Sureel AI builds infrastructure for AI rights, licensing, attribution, protection, and intelligence starting in music. Acquired by Warner Music Group, they operate as an independent company combining startup speed with global reach, with a culture of high standards and low ego.
Building multi-agent systems and implementing agent-based workflows and AI automation solutions.
Developing and optimizing prompt engineering strategies, including evaluation and iteration.
Integrating LLMs and AI models into cloud-based applications and APIs while researching new AI tools.
Software Mind develops impactful software solutions for global companies, partnering with tech giants and unicorns on transformative projects. The company builds cross-functional engineering teams and embraces a culture of openness, respect, grit, and cooperation.
Ship the first production agents with Product Managers, from brief creation to launch.
Shape the shared architecture and standards for orchestration, skills, memory, evals, and guardrails.
Own production quality including observability, testing, security, and cost with human approval at each gate.
Workleap is a Montreal-based tech company building impactful software products for managers and IT teams. With over 15,000 clients, they maintain a builder culture focused on fast iteration and meaningful impact.
Design, build, and deploy AI-driven systems into production environments at the intersection of frontend, backend, and infrastructure.
Build AI-native interfaces and workflows, integrating LLM-powered systems and agentic architectures.
Own problems end-to-end, from initial requirements to rollout, while working directly with customers.
Trail builds the context layer AI agents run on, providing a governed graph of company rules, exceptions, and institutional knowledge. It's a fast-moving, engineering-driven startup working directly with customers to deploy AI systems into live production.
Train ML models on blockchain data and take them from research to production.
Build AI agents and fine-tune LLMs to generate intelligence beyond hand-built heuristics.
Ship production-quality code with rigorous evaluation and scalable architecture.
TRM Labs provides AI-powered intelligence solutions that help public and private sector agencies investigate and disrupt crime. The team is mission-driven and fast-paced, with experts in law enforcement, data science, engineering, and financial intelligence tackling complex global challenges.
Design, develop, and deploy AI-powered tools, agents, and automation that streamline workflows across the organization.
Connect LLMs and AI applications with internal systems, APIs, and enterprise tools to enable intelligent operations.
Own the infrastructure, security, monitoring, and reliability needed to scale AI solutions in production.
Phantom is building a self-custody crypto wallet and trading app that provides access to global markets, including perpetuals, prediction markets, tokenized assets, stablecoins and memes. The company is around 180 people, fully remote, and backed by a $150M Series C from a16z, Sequoia Capital and Paradigm.
Own the context layer: manage what Mimo knows, when, and at what cost, with retrieval and memory as one budget.
Define tool contracts and build evaluation practice: schemas, results, failure modes, and regression gates for every change.
Shape how Mimo reasons, asks, explains, and recovers, and decide which model runs where.
MimoLabs builds Mimo, an agentic system for making physical things, from design to production across 3D printing, CNC, and laser cutting. We are a small, VC-funded, experienced team based in Detroit and remote across the US, fast, adaptable, and honest.
Collaborate with cross-functional stakeholders to design and deliver AI and ML solutions that address business needs.
Develop, test, and optimize AI agents, prompts, workflows, and ML models using structured and unstructured data.
Evaluate solutions for accuracy, scalability, and effectiveness, including testing edge cases and failure modes.
VSP Vision helps people see every possibility by connecting nearly 90 million patients to network doctors globally. With nearly 70 years in eye health and 15,000 teammates, they value collaboration and inclusion.
Build production-grade agentic systems for LLM orchestration and tool calling.
Own LLMOps standards including evaluation harnesses, tracing, and governance.
Evolve the ML platform on Databricks and push the frontier with time-boxed POCs.
Shift delivers AI agents that transform insurers' most critical work, earning the trust of hundreds of leading insurers. Our culture is built on innovation and trust, with employees from over 50 countries creating the future of insurance.
Build and post-train agents for scientific research, including literature search, code execution, and domain tool use.
Develop RL and multi-agent methods for proposing, testing, and critiquing hypotheses, with strong baselines and evaluation.
Design verifiers, reward signals, and reproducible experimental loops for scientific workflows, ensuring evidence-based improvements.
Prime Intellect builds the open superintelligence stack, providing infrastructure for frontier AI labs to train, evaluate, and deploy models at scale. The company has raised $150M from top investors and operators, and is building a culture focused on frontier research, real infrastructure, and go-to-market for a new category.