Uday Maradana
Senior Machine Learning Engineer at Tiger Analytics
Worcester, Massachusetts, United States
Summary
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Senior🎓
Top SchoolUday Maradana is a Senior Machine Learning Engineer with eight years of hands-on experience building production ML and robotics systems, currently focused on applied research and deployment at Tiger Analytics. Trained as a mechanical engineer and later earning an MS in Robotics, he bridges hardware and software—delivering end-to-end pipelines from monocular depth-based grasping and real-time 3D reconstruction to edge deployments on Jetson platforms. His background spans MLOps, IoT computer vision, RAG/agent LLM pipelines for biopharma use cases, and modular SKU classification systems that cut training time in half. A passionate roboticist and physics/neuroscience enthusiast, he has led drone navigation, semi-humanoid projects, and multimodal CV+LLM integrations that combine traditional control with learning-based perception. Colleagues describe him as a pragmatic innovator who moves prototypes into scalable production while keeping one foot in fundamental research.
8 years of coding experience
7 years of employment as a software developer
The Indira Gandhi National Open University (IGNOU)Master of Science - MS Robotics Engineering, Master of Science - MS Robotics Engineering at Worcester Polytechnic InstituteHigh School, High School at St.Anthony's School - Gopalapatnam , Visakhapatnam.Postgraduate Diploma Artificial Intelligence, Postgraduate Diploma Artificial Intelligence at University of HyderabadBachelor’s Degree Mechanical Engineering, Bachelor’s Degree Mechanical Engineering at National Institute of Technology CalicutHigh School, High School at Narayana Junior College, NAD,Visakhapatnam
English, Telugu, Hindi
Github Skills (19)
lora9
jekyll-theme8
fine-tuning8
llama8
llm8
openpifpaf8
temporal7
jekyll7
mistral7
gemma7
composite6
computer-vision5
pose-estimation5
github-pages5
human-pose-estimation4
Programming languages (4)
Github contributions (5)
udaygirish/udaygirish.github.io
Nov 2018 - Dec 2022
Contributions:119 commits, 269 pushes, 4 branches in 4 years 1 month
udaygirish/udaygirish
Apr 2021 - Nov 2024
Contributions:19 pushes, 1 branch in 3 years 8 months
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