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I'm a Software Engineer and AI Specialist with expertise in building AI pipelines, full-stack applications and backend services. I have a strong background in machine learning, software development, and system architecture. I built and deployed a SaaS platform as a solo developer, owning architecture, development, and deployment. I'm passionate about cutting-edge AI and its real-world applications.…I'm a Software Engineer and AI Specialist with expertise in building AI pipelines, full-stack applications and backend services. I have a strong background in machine learning, software development, and system architecture. I built and deployed a SaaS platform as a solo developer, owning architecture, development, and deployment. I'm passionate about cutting-edge AI and its real-world applications.

Edoardo Conti

Web Developer, Full Stack Developer, Back-End Developer, +4

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I'm a Software Engineer and AI Specialist with expertise in building AI pipelines, full-stack applications and backend services. I have a strong background in machine learning, software development, and system architecture. I built and deployed a SaaS platform as a solo developer, owning architecture, development, and deployment. I'm passionate about cutting-edge AI and its real-world applications.…I'm a Software Engineer and AI Specialist with expertise in building AI pipelines, full-stack applications and backend services. I have a strong background in machine learning, software development, and system architecture. I built and deployed a SaaS platform as a solo developer, owning architecture, development, and deployment. I'm passionate about cutting-edge AI and its real-world applications.

Available to hire

I’m a Software Engineer and AI Specialist with expertise in building AI pipelines, full-stack applications and backend services. I have a strong background in machine learning, software development, and system architecture. I built and deployed a SaaS platform as a solo developer, owning architecture, development, and deployment. I’m passionate about cutting-edge AI and its real-world applications.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

Italian

Fluent

English

Advanced

Work Experience

PhD Candidate at VRAI Team, Università Politecnica delle Marche

November 1, 2024 - November 1, 2025

Engineered Deep Learning pipelines for large-scale analysis (classification and segmentation) of 180K+ images, leveraging Vision Foundation Models (DINO v3/SAM) and self-supervised learning using PyTorch and TensorFlow. Awarded an ISCRA-C (CINECA) grant to run GPU-intensive training on HPC clusters (SLURM), managing 10K+ GPU core hours to drive Computer Vision and AI projects with universities and healthcare partners.

Research Fellow at VRAI Team, Università Politecnica delle Marche

May 1, 2024 - November 1, 2024

Developed and optimized real-time YOLO-based Computer Vision algorithms for video stream analysis, achieving 30+ FPS on edge devices and increasing accuracy by 19% mAP to monitor people flow within the CTE SQUARE project. Implemented data augmentation pipelines using Generative AI Stable Diffusion models fine-tuned with LoRA.

Founder / Full-Stack Developer at Estimaly.app

January 1, 2016 - Present

Built and launched a production SaaS platform for second-hand resellers, owning end-to-end architecture using Next.js, React and TypeScript, implementing authentication flows, Drizzle ORM with Neon PostgreSQL and a responsive frontend. Designed backend REST APIs and automated valuation pipelines integrating agentic LLM services and external APIs, implementing rate limiting and idempotent webhooks, deployed on serverless cloud infrastructure.