Shayan Ekramnia

Data Science Specialist & Developer

Driving organizational success through data-driven insights and enterprise software solutions.

Naples, Italy shayan.ekramnia1@gmail.com +39 3518533047

Summary

Accomplished data science specialist and developer with over 5 years of experience in driving organizational success through data-driven insights and enterprise software solutions. Proficient in machine learning, data analysis, and database management, with expertise in Python, SQL, and enterprise software frameworks. Proven success in developing SAAS applications, custom software solutions, and driving data-driven insights to enhance business productivity and efficiency. Skilled in leading high-impact projects and delivering measurable improvements.

Experience

Full-Stack Machine Learning Engineer

TEKNOTEAM S.R.L. | Napoli, Italy

11/2024 - Present

Architecting and delivering an end-to-end AI system—from raw data ingestion through data engineering pipelines, MLOps orchestration, model development, deployment, and dashboard visualization.

Business Data Analyst & Software Engineer

Vira Vision Co. | Esfahan, Iran

06/2018 - 10/2022
  • Developed and implemented data-driven SAAS business applications, including CRM, ERP, and supply chain management software.
  • Created custom analytics solutions to enhance customer decision-making, increasing data-driven insights by 30%.
  • Performed software testing, provided 24/7 client support, and developed future software development plans.
  • Conducted comprehensive data analysis to optimize marketing, sales, human resources, and accounting, improving overall business metrics by 25%.
  • Designed and deployed machine learning models to predict customer behavior, resulting in a 20% increase in retention rates.
  • Led the development of advanced data visualization tools using Tableau and Power BI, enabling clearer business insights and improved strategic planning.

Key Projects

Demand Forecasting Platform

TEKNOTEAM S.R.L

Built an end-to-end forecasting system integrated with orchestrations and MLOps Technologies. Automated ETL pipelines and demand forecasts with probabilistic outputs. Delivered containerized, GPU-accelerated solution for scalable, production-ready deployment.

Banalize

Apple Developer Academy 2025

Fruit & food classifier using on-device ML to assess ripeness (e.g., banana vs. avocado), categorize breads, and display nutritional insights and health benefits.

EyeLight

Apple Developer Academy 2025

AI-powered assistive app for blind and visually impaired users to navigate - detects and names objects, measures distance, and provides obstacle-awareness alerts in real time.

Neighborhood Analytics Model

Fater S.p.A & UNINA 2024

Developed an accrue model to estimate the potential for new stores in the baby diaper category, improving market expansion strategies.

Business Intelligence Strategies

ViraVision Co. 2021

Conducted a 13-year data analysis to optimize sales and marketing strategies for the food production and distribution industry.

AI-based COVID-19 Prediction Software

ViraVision Co. 2020

Created AI software to predict and diagnose COVID-19 infections among 28000 employees of 18 Companies, reducing infection rates by 40%.

Skills & Expertise

Data Science & ML

TensorFlowPyTorchScikit-LearnKerasXGBoostTransformersCoreML PandasNumPySciPyMatplotlibSeabornPlotly OpenCVYOLODetectron2

Data Engineering & Big Data

Apache SparkApache KafkaHadoop AirflowDatabricksSnowflakeETL Pipelines MySQLPostgreSQLSQLite

MLOps & Infrastructure

DockerKubernetesMLflowGitHub Actions NginxApacheAWS

Development & BI

PythonPHPSwiftJavaScriptSQLHTML/CSS TableauPower BI

Education

Master of Data Science

University of Naples Federico II (UNINA) | Naples, Italy

Expected: 10/2025

Majored in Machine Learning and Data Analysis. Coursework: Advanced Machine Learning, Data Mining, Big Data Technologies, Statistical Learning & Data Analysis, Database Management, Advanced Programming, Ethics of AI.

iOS App Development, UX/UI Design, and AI Integration

Apple Developer Academy, UNINA | Naples, Italy

Expected: 06/2025
  • Developed and published AI-integrated iOS apps on the App Store, leveraging Core ML and Vision frameworks.
  • Gained hands-on experience in full-lifecycle software development, from ideation through App Store submission.
  • Built strong presentation and public-speaking skills by pitching app concepts and technical demos.
  • Collaborated in cross-functional teams on startup creation projects, fostering creativity and teamwork.

Bachelor of Engineering

Isfahan University of Technology (IUT) | Esfahan, Iran

03/2020

Served as Head of Engineering Scientific Association (2018-2019). Coursework: Computational Methods, Statistics, Mathematics, Algebra.