Giannis Manousaridis

AI/ML Engineer

Passionate about building innovative solutions end-to-end with AI/ML and GenAI.

Profile picture

About Me

Background

I am a software engineer with a strong foundation in computer science and a passion for creating efficient, scalable solutions. My journey in technology began with a deep curiosity about how things work, which led me to pursue a career in software development.

Values

  • Continuous learning and growth
  • Clean, maintainable code
  • Communation
  • Collaboration and knowledge sharing
  • Problem-solving and innovation

Interests

Beyond coding, I enjoy exploring new technologies, studying about the cloud and devops, and staying active in the developer community. Currently, I've been focusing mostly on AWS, GenAI.

Skills

Technical Skills

Using daily

FastAPIPythonStreamlitAWSLinux

Good with

SQLNoSQLPytestGitDockerCI/CD

Old but not forgotten

RC/C++RasbperryPIAssembly AVRGNN-Pytorch Geometric

Learning

MCPMore AWSStatisticsEverything GenAI relatedInkscape

Soft Skills

Problem SolvingTeam CollaborationCommunicationTime ManagementAdaptabilityAttention to DetailLeadingMentoring

Career & Education

Nov 2023–Present

AI/ML Scientist

Pfizer R&D

Leading and contributing in GenAI initiative for authoring clinical trial documents.

2022–Present

Senior Associate MLOps Engineer

Pfizer Digital

  • Lead a team of developers to design a REST API GenAI evaluation framework.
  • Worked as a Data Engineer on the backend of a GenAI chatbot application, developing solutions for document comparison, RAG systems, and DB maintenance.
  • Contributed to MLOps and industrialization initiatives (NLP, CI/CD, FastAPI, AWS).
2022

Data Science Masterclass Finalist

Code.Hub & Pfizer

Completed a bootcamp with a final project predicting Airbnb prices using React-Flask stack.

2022

Robotics Engineer (Part-Time)

Robotixlab

Maintained robotic systems, developed material for classes and taught programming to high school students.

2021–2022

Military Service – Airforce

Hellenic Air Force

Completed service with firefighter specialty, gaining discipline and teamwork skills.

2020

Data Science Engineer (Internship)

NET2GRID HELLAS

  • Worked on Non-Intrusive Load Monitoring (NILM) problems using data science techniques.
  • Developed and implemented machine learning models for energy consumption analysis.
  • Collaborated with the team to improve models accuracy and performance.
2015-2021

Master of Electrical and Computer Engineer

Aristotle University of Thessaloniki

  • Specialty: Software/Hardware Engineering
  • Thesis: Human Activity Recognition from GPS Trajectory Data
2018-2019

Software/Hardware Engineer

Robotics 4 All (R4A)

Worked on a IoT problem involving both software and hardware skills (PCB design, RPI, MQTT, Python)