
Krishnatheja Vanka
Applied Scientist · Machine Learning Engineer
Working at the intersection of research and production — training models, building ML systems, and closing the gap between experiment and deployment. Writing practical guides on applied ML, scientific computing, and the engineering decisions that make research actually ship.
PythonPyTorchComputer VisionMLOpsCUDAONNXAWS
Articles
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NewAlexNet: A Comprehensive Guide
codetutorialbeginner
June 15, 2026·24 min read
NewTraining Computer Vision Models and Running Them with ONNX Runtime
codemlopsadvanced
May 19, 2026·30 min read
NewBuilding Neural Network Architectures Using Only ONNX
codemlopsadvanced
May 19, 2026·34 min read

Milvus for Computer Vision: An In-Depth Guide
codemlopsadvanced
May 7, 2026·47 min read

TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment
codetutorialintermediate
April 23, 2026·20 min read

GitHub Actions × MLFlow CI/CD for Computer Vision
codemlopsadvanced
A practitioner’s guide to building reliable, reproducible, and observable CV model pipelines using GitHub Actions and MLFlow.
April 9, 2026·17 min read

MLflow Best Practices for Computer Vision (Deep Learning)
codemlopsadvanced
April 9, 2026·8 min read

Grounding DINO Implementation Guide
codetutorialintermediate
December 21, 2025·7 min read

Mathematics Behind Grounding DINO
codetutorialintermediate
December 21, 2025·4 min read
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