Ravi Mandliya
Senior Machine Learning Engineer at Discord
Seattle, Washington, United States
Summary
🤩
Rockstar🎓
Top SchoolRavi Mandliya is a Senior Machine Learning Engineer with 12 years of experience building scalable ML, DL and RL systems for high‑impact products at Discord and Microsoft. He specializes in end-to-end personalization and real-time/batch notification pipelines, and previously optimized NLP inference, bias mitigation, and ranking for millions of Office users. Ravi’s background spans systems-level C/C++ work on SQL Server and distributed storage, giving him a strong foundation in performance, scaling, and production reliability. He actively codes algorithms and data structures in C++—maintaining a 180+ problem repo—reflecting a hands-on approach to algorithmic rigor and reusable libraries. Based in Seattle, he blends research experience in embedded sensing and energy‑efficient communication with practical engineering at cloud-scale. Colleagues rely on him to translate complex ML research into efficient, production-ready services that measurably improve user experience.
12 years of coding experience
11 years of employment as a software developer
Rajiv Gandhi Proudyogiki VishwavidyalayaMaster of Science (MS), Computer Science, 3.81, Master of Science (MS), Computer Science, 3.81 at Clemson UniversityMachine Learning Engineer Career Track, Machine Learning Engineer Career Track at Springboard
English, Hindi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (12)
algorithm10
data-structures10
algorithms10
c-language10
cpp10
cprogramming-language10
cplus10
binary-search-tree10
data-structure10
sorting-algorithms10
graph-algorithms9
dynamic-programming8
Programming languages (9)
Github contributions (5)
mandliya/algorithms_and_data_structures
Aug 2014 - Oct 2019
180+ Algorithm & Data Structure Problems using C++
Role in this project:
Back-end Developer & Algorithm Implementer
Back-end Developer & Algorithm ImplementerContributions:354 commits, 8 PRs, 290 pushes in 5 years 2 months
Contributions summary:Ravi primarily contributes by implementing various data structures and algorithms in C++. The code changes encompass a wide range of algorithmic problems, including string manipulation, binary search trees, sorting algorithms (quick sort, bubble sort, selection sort, merge sort, and heap sort), graph traversals (BFS and DFS), and dynamic programming solutions. Furthermore, the user is building libraries in C++ for reusable functions and classes as can be seen in QuickSort, and other utility functions.
cppdatastructuresbit-manipulationleetcodeproblems
mandliya/mandliya.github.io.back
Apr 2016 - Oct 2021
Contributions:70 commits, 91 pushes, 1 branch in 5 years 6 months
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