PORTFOLIO / 2025
Umar
Balak
Machine Learning & Backend Engineer building production systems from first principles, uniting mathematics, engineering, and real-world impact.
Available for work
India
CURRENTLY
Machine Learning Engineer
Freelance
2021 — Present
FOCUS
Classical MLApplied MathematicsDeep LearningSystem DesignPython
Work
Achievements
2025
Collaborative RAG Learning Platform
ViewA SaaS platform enabling students and researchers to build a peer-reviewed, AI-powered knowledge base from shared academic content
FastAPILangChainPineconeNext.js
2025
Federated Learning Framework
ViewA federated learning framework enabling decentralized model training while preserving data privacy across diverse clients.
TensorFlowMachine LearningDifferential PrivacyFastAPI
2024
Image Classification Model
ViewAn optimized image classification model based on the VGG16 architecture, designed for high efficiency and performance.
TensorFlowConvolutional Neural NetworkCifar-10
Skills & Tools
EXPERTISE
MACHINE LEARNING
PythonScikit-learnPandasNumpyMatplotlibOpenCVSQL
Let's Connect
Always interested in new opportunities, collaborations, and conversations about technology and AI.
ELSEWHERE