Sam Moradian

Product Manager

Ardabil, Ardabil Province, Iran3 yrs 10 mos experience

Key Highlights

  • Expert in Full-Stack and Machine Learning development.
  • Proven track record in delivering scalable solutions.
  • Strong mentor with experience in leading teams.
Stackforce AI infers this person is a Full-Stack Developer with expertise in Machine Learning, suitable for SaaS and E-commerce industries.

Contact

Skills

Core Skills

Full-stack DevelopmentMachine LearningFrontend Development

Other Skills

Professional ResponsibilityNext.jsUI/UX designSystem DeploymentoptimiserSKlearnTensorFlowPyTorchData PreprocessingReactNode.jsExpress.jsGitCSS FlexboxHTML

About

I’m a Full-Stack & Machine Learning Developer with a passion for building scalable, intelligent systems that solve real-world problems. With 3 years of experience in full-stack development and 1 year in machine learning, I specialize in architecting end-to-end solutions — from intuitive user interfaces to robust backend infrastructures and predictive ML models. My journey began with crafting responsive web platforms using React, Next.js, Node.js, and MongoDB, where I mastered clean architecture, reusable components, and performance optimization. Over time, I expanded into machine learning, designing and deploying models using TensorFlow, PyTorch, and scikit-learn to tackle complex challenges across structured and unstructured data. Whether I’m integrating ML pipelines into production systems, mentoring junior developers, or building decentralized applications, I bring a product-minded approach, strong problem-solving skills, and a commitment to clean, maintainable code. I thrive in fast-paced environments where autonomy, innovation, and cross-functional impact are valued. Currently open to remote or relocation opportunities in Germany’s tech ecosystem, I’m excited to contribute to teams that embrace interdisciplinary thinking and build technology that matters.

Experience

3 yrs 10 mos
Total Experience
1 yr 11 mos
Average Tenure
--
Current Experience

The million project

Volunteer Full-Stack developer

Jul 2025Present · 10 mos · Germany · Remote

  • ● Sole Developer responsible for the complete development of a social media platform, handling front-end, back-end,
  • UI/UX, testing, deployment, and server management. Delivered the first phase by identifying and adapting an
  • open-source framework, enabling on-time delivery with high quality under limited resources.
  • ● Faced the major challenge of integrating the platform with Wix , learning its infrastructure and building secure
  • custom APIs for backend connectivity, authentication, and database management.
  • ● Demonstrated strong self-learning and problem-solving by mastering new technologies independently and providing
  • scalable solutions.
  • ● hired and mentored two junior developers, transitioning into the Lead Developer & Mentor role. Focused on teaching,
  • task delegation, and optimizing the system to operate independently, ensuring long-term scalability and team growth.
  • Key Achievements:
  • ● Delivered the MVP under tight deadlines by efficiently leveraging and customizing open-source code.
  • ● Designed and implemented secure API integrations between Wix and custom backend.
  • ● Promoted to Lead Developer, mentoring new team members and improving workflow autonomy
Professional ResponsibilityNext.jsFull-Stack Development

Journal of sustainable energy systems | فصلنامه سیستم‌های انرژی پایدار

Machine Learning & Deep Learning Engineer

Jul 2025Present · 10 mos · Ardabil, Ardabil Province, Iran · On-site

  • Designed, implemented, and optimized predictive ML/DL models to address complex data-driven challenges.
  • Built and deployed supervised and unsupervised learning models, including regressors, classifiers, and clustering algorithms.
  • Applied advanced techniques such as data preprocessing, feature engineering, K-Fold Cross Validation, Hyperparameter Optimization, and Grid/Random Search to enhance model accuracy and generalization.
  • Developed models using Random Forest, XGBoost, SVMs, CNNs, RNNs, LSTMs, and Transformers, leveraging TensorFlow and PyTorch for deep learning pipelines.
  • Conducted training and evaluation on structured and unstructured datasets (text, tabular, and image data), ensuring scalability, robustness, and high performance.
  • Exported and visualized predictions and insights using Pandas, NumPy, and Excel, making results accessible to non-technical stakeholders.
  • Collaborated with cross-functional teams to integrate ML/DL solutions into production systems and business decision-making processes.
  • Continuously improved models through model optimization, fine-tuning, and performance monitoring.
  • Key Achievements:
  • Delivered accurate and scalable ML solutions aligned with business requirements.
  • Strengthened expertise in Neural Networks, Deep Learning, and model optimization techniques.
  • Successfully bridged the gap between data science, engineering, and business needs.
optimiserSKlearnMachine Learning

کارلنسر(karlancer)

Freelance Full-stack Developer

May 2023Mar 2025 · 1 yr 10 mos · Ardabil Province, Iran · On-site

  • I started working with frameworks such as Bootstrap, Tailwind, and React , and in React, I mastered lifecycle methods, Ajax & API integration, Hooks, single-page applications (SPAs), React Router, useRef, higher-order components (HOCs), and project optimization with memoization . I also utilized commonly used libraries and tools such as JWT, React Bootstrap, MUI, Firebase, Postman, SweetAlert, Swiper.js , and applied them to develop a complete online store project .
  • During this process, I also explored backend development with Node.js, Express.js, Next.js (full-stack), SQL, and MongoDB , integrating APIs and database functionality to build scalable and maintainable full-stack applications. I rewrote the project in a clean, optimized architecture , mastering state management, reusable components, and performance optimization, delivering a robust and polished application.
Professional ResponsibilityNext.jsFull-Stack Development

Armanandish | آرمان‌پخش

Junior Frontend Developer

May 2021May 2023 · 2 yrs · Ardabil Province, Iran · On-site

  • Hired as a HTML, CSS, and JavaScript developer , I was responsible for building the entire website UI from scratch with pixel-perfect precision. I tackled complex challenges such as dynamic navigation bars, footers, product filtering, pagination, and interactive components , overcoming the limitations of vanilla JavaScript and successfully delivering a fully functional, responsive website.
  • In the second phase, I transitioned the project to React and Tailwind CSS , learning and applying advanced concepts including single-page applications (SPAs), virtual DOM, custom hooks, higher-order components (HOCs), and component composition . I redone the project in a clean, scalable, and maintainable architecture , navigating numerous frontend challenges while mastering React fundamentals, state management, and reusable component patterns. This allowed me to deliver a robust, polished, and high-performance application, demonstrating both problem-solving skills and dedication to clean code.
GitCSS FlexboxFrontend Development

Education

Harvard University

Verified Certificate (CS50x) — Computer Science

Islamic Azad University

Bachelor's degree — Computer Software Engineering

Nov 2022Nov 2026

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