Kfir

Kfir

From data pipelines to full-stack apps — I turn complex problems into scalable software solutions.

כפר סבא, ישראל
פרילנסר
 צור קשר

אודותינו

Full-Stack Developer with expertise in Python, Java, C#, React, and MongoDB, skilled in building scalable APIs, pipelines, and web applications. Experienced in designing data processing workflows (Cancer Research UK, Tel Aviv University) and developing REST APIs with interactive React UIs for experiment tracking and visualization. Strong background in machine learning integration (CNNs, TensorFlow, PyTorch) and algorithm development. Proven leadership as a Python Instructor and team lead in IT operations, combining backend engineering, frontend development, and data science into end-to-end solutions.
Phone: 0586872449

שפות

עברית
שפת אם
אנגלית
שליטה קרובה לשפת אם

תחומי התמחות

טכנולוגיה

ניהול פרויקטים, מנהל פרויקט

תכנות ופיתוח תוכנה

140 ₪ לשעה
.NET, C#, Dot Net, VB
HTML5, CSS3, JavaScript
Experienced in HTML5, CSS3, and JavaScript (ES6+), with strong focus on building responsive, interactive, and data-driven UIs. Developed React applications for experiment tracking, parameter selection, and results visualization, integrating REST APIs and MongoDB backends. Skilled in creating modular, reusable UI components, managing application state, and ensuring cross-browser compatibility. Proficient at translating complex data pipelines into intuitive dashboards and visualizations, delivering seamless frontend–backend integration.
Java
Proficient in Java development with experience across backend systems, algorithms, and object-oriented applications.

Built a REST API tool integrating Java, C#, and Python with MongoDB for experiment data management
.

Developed object-oriented applications, including an Arkanoid video game and computational biology projects during B.Sc. studies
.

Strong grasp of design patterns, data structures, and scalable application design.
מתכנת, פיתוח תוכנה כללי
Versatile software engineer with strong foundations in Python, Java, C#, C++, R, and Bash, experienced in building scalable pipelines, APIs, and full-stack applications. Skilled in algorithm development, data engineering, and workflow automation, with hands-on expertise in machine learning integration, statistical analysis, and visualization tools. Proven ability to deliver end-to-end solutions across backend services, frontend interfaces, and research-driven projects.
Python
Extensive experience in Python development for data pipelines, APIs, and machine learning workflows. Built modular pipelines for large-scale biomedical datasets (Cancer Research UK) and automated data processing and bias correction at Tel Aviv University. Developed REST APIs and integrated Python with MongoDB and React UIs for experiment tracking and visualization. Skilled in scientific libraries (NumPy, Pandas, Scipy, Matplotlib, Seaborn, NetworkX) and ML frameworks (TensorFlow, PyTorch, Sklearn), applying them to projects such as CNN-based lung cancer classification and computational biology models.
Full Stack Developers
מפתחי Back-end
Skilled in back-end development with experience building REST APIs, scalable pipelines, and data-driven services. Proficient in Python, Java, C#, C++, and Bash, with hands-on work in API development (Swagger, MongoDB), workflow automation, and large-scale data processing (Cancer Research UK, Tel Aviv University). Strong background in algorithm design, database integration, and system optimization, delivering robust solutions that support data analysis, machine learning, and full-stack applications

נסיון תעסוקתי

אפריל 2025 - היום

Software Engineer - Data Processing Pipelines

Cancer Research UK, Cambridge, Cambridge UK
  • Designed modular Python pipelines for processing large-scale biomedical datasets.
  • Implemented scalable workflows for data transformation and clustering. Created reusable modules to improve efficiency and reproducibility.
ינואר 2025 - היום

Software Engineer

Machine Learning Tool
  • Built a C#, Java, and Python tool with REST API (Swagger) and MongoDB for storing
  • experiment data, parameters, and results.
  • Developed a user interface with React for parameter selection, execution tracking,
  • and results visualization to support data-driven decision-making.
אוקטובר 2022 - אוקטובר 2024

Software Engineer - Algorithm Development

Madi Lab, Tel-Aviv University, Tel Aviv, Israel
  • Built Python, Bash, and R pipelines for large patient data processing. (GitHub Repository)
  • • Created a Bash pipeline for data conversion, QC, alignment, and signal detection.
  • • Created Python/R pipelines for automated data manipulation and bias correction.

תארים אקדמיים

אוקטובר 2022 - אוקטובר 2024

M.Sc. Computational Data Science (Bioinformatics Research Track

Tel Aviv , University
  • Grade : 95
  • Led extensive research focused on developing advanced algorithms and programs to
  • analyze large-scale biological data. (GitHub Repository)
  • • Developed software tools in Python and R for large-scale data manipulation,
  • integration, and statistical analysis.
  • • Designed and implemented algorithms for mapping interaction networks and
  • detecting significant patterns in complex datasets
אוקטובר 2018 - פברואר 2022

B.Sc. Computer Science and Bioinformatics

Bar-Ilan University
  • Grade :86
  • Bachelor's Projects Overview:
  • • Developed algorithms, software applications, and machine learning models
  • across courses in C++, Java, and Python, including object-oriented programming,
  • medical image processing, and computational biology. (GitHub Portfolio)
  • • Key projects:
  • • Anomaly Detection Server (C++) - Built a server for airplane monitoring,
  • implementing multiple design patterns.
  • • Arkanoid Video Game (Java) - Developed a classic Arkanoid game demonstrating
  • object-oriented programming principles.
  • • Computational Biology Models (Python, ML, Neural Networks) - Built a Genetic
  • Algorithm for Griddler solving, a Hopfield Network for digit restoration, and a
  • customised Conway's Game of Life simulation reflecting COVID-19 dynamics.
  • • Lung Cancer Classification (Python, ML, CNNs) -Developed a CNN-based deep
  • learning model that identifies and classifies lung cancer CT scans using Torch
  • libraries.
  • • Final Year Project (Python, MATLAB Data Analysis): Programmed a memory game
  • in Python with eye-tracking integration and MATLAB data analysis. Published in
  • Nature Scientific Reports. (Link to article)

שירות צבאי

יולי 2015 - אפריל 2018

סמל ראשון

חיל תקשוב
  • Lead IT Technician

מבקרים גם צפו ב...

מגה-טק
מגה סיבות לבחור בנו
ירון אנוך
אפיון וניהול פרויקטים/מוצר + הקמת ותחזוקת אתרים, בדגש על קוד להתאמת צרכי הלקוח (Customization/API)

אנשים דומים ל- Kfir

Omri Gigi
מפתח תוכנה סטודנט לתואר ראשון במדמ"ח
N-iX
Trusted Software Development Partner Since 2002
Yoel Schejter
eVosk
Expert Developer, Tel-Aviv
סיימון סטרלינג
מתכנת התוכנה והחומרה אחראי לפיתוח, שינוי, ניפוי באגים, בדיקה ותחזוקה של כל מערכות התוכנה והחומרה. זה