Hi, I'm

Apostolos Dedeloudis

I build production ML systems — LLM routing, model evaluation, inference optimization, and AI products that ship. I care about measurable outcomes: cost, quality, and systems that work at scale.

Currently building Agentlify—an LLM routing platform that cuts inference cost by 50% with ~5% eval degradation.

Experience

June 2025 — July 2025

Athens, Greece

Market Risk Intern

Alpha Bank

Built and evaluated ML regression models for commodity derivatives pricing, deployed to a production risk pipeline serving €500M+ AUM. Contributed to reporting infrastructure migration.

  • Built and evaluated ML regression models for commodity derivatives pricing, deployed to production to satisfy EU PRIIPs valuation requirements.
  • Designed and back-tested ML-driven hedging models on fixed-income portfolios, reducing potential loss by double-digit percentage points.
  • Contributed to reporting pipeline migration serving €500M+ AUM, improving data infrastructure and decision-making for front office and compliance teams.
PythonMachine LearningRegression ModelsData PipelinesSQL

June 2024 — July 2024

Athens, Greece

Data & Analytics Intern

KPMG Advisory

Designed and implemented ETL pipelines for enterprise and government data infrastructure. Mapped 25 BI reports across PowerBI, Tableau, and Qlik into clean source-to-target schemas.

  • Designed and implemented ETL pipelines for enterprise and government data infrastructure projects.
  • Mapped 25 BI reports (PowerBI, Tableau, Qlik) into source-to-target schemas, documenting data flows across production databases.
  • Delivered client-facing implementation roadmaps for data infrastructure modernization.
ETLSQLPowerBITableauQlikData Modeling

June 2022 — July 2022

Athens, Greece

Software Development Intern

DEMO Pharmaceuticals S.A.

Built internal tooling that digitized business workflows, boosting efficiency by 30%. Designed data pipelines to support ML training for supply chain optimization.

  • Partnered with developers to develop internal tools that digitize business workflows, enhancing process efficiency by 30%.
  • Developed back-end and front-end applications that utilized the company's existing data pipelines.
  • Designed new data pipelines to support ML training for supply chain management.
JavaScriptPythonMLData Pipelines

Projects

Agentlify

July 2025

Full-stack platform that builds and optimizes LLM agents end-to-end. Uses GMM clustering and multi-armed bandit RL to route each agentic step to the right model — cutting costs by 50% with only ~5% performance trade-off.

50%

Cost Reduction

~5%

Drop in Eval Score

PythonReactLLMsRLGMMBayesian
Aegis

February 2026

Open-source control plane for AI agents. Enforces least-privilege capability policies, builds cryptographic audit logs of every action, and makes every run deterministically replayable for debugging and compliance.

Least-Privilege

Policy Engine

Cryptographic

Audit

GoPythonSQLiteDockergRPC
ClawPane

January 2026

Smart model routing for OpenClaw. Automatically selects the best LLM for each agent request based on cost, speed, and quality — drop-in setup in under 5 minutes.

<5 min

Setup Time

Automatic

Routing

TypeScriptReactNext.jsLLMsOpenClaw
Flowsage

November 2023 — June 2025

AI-powered flowchart and diagram tool. One click to turn complex processes into clean visualizations. Made flowchart creation 90% faster than doing it by hand.

90%

Speed Improvement

12,000

Active Users

AIReactNode.jsLLMs

Education

Bocconi University

B.Sc. in Economics, Management, and Computer Science

September 2023Present · GPA: 27.20/30

Pierce, The American College of Greece

International Baccalaureate (IB) & Greek High School Diploma

September 2017May 2023 · IB: 43/45

Research

The Portable Text Annotation Tool

University of Michigan · December 2022

Applied ML SystemsLLM InfrastructureInference Optimization

Skills

PythonTypeScriptSQLGoDeep LearningReinforcement LearningNLP / LLMsLLM EvalsRAG PipelinesInference OptimizationModel EvaluationData PipelinesAPI DesignDockerReact

Languages

EnglishNative
GreekMother Tongue
FrenchUpper Intermediate
SpanishIntermediate
ItalianLimited Working Proficiency

Courses

Machine Learning · Bocconi University

Big Data & Analytics · Bocconi University

Introduction to Financial Engineering and Risk Management · Columbia University

Connect

Let's talk.

I'm always up for a conversation about ML systems, LLM infrastructure, or interesting engineering problems. Drop me a line.

Leadership

Head of Research

Bocconi Statistics and Data Science Association

Co-Founder / Head of IT & Mentors

theHackLab Bocconi Students

© 2026 Apostolos DedeloudisBuilt with Next.js