Ravi Munde
Software Engineer at Spotify
Boston, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolRavi Munde is a seasoned software engineer with a decade of experience building scalable systems across cloud, ML edge, and commerce platforms, currently contributing to Spotify from Boston while pursuing a Master’s in Information Systems at Northeastern. He has delivered production services at Amazon (Alexa Edge ML, AWS Commerce) and helped operationalize data pipelines and streaming solutions earlier in his career, combining backend engineering with data processing expertise. Ravi’s background spans full lifecycle development—Spark/Scala, Kafka/Avro, Java, and DevOps automation—plus hands-on ML teaching and reproducible notebooks from his graduate TA roles. He also blends applied research and technical communication, having developed a reinforcement-learning agent and published a technical how-to while optimizing model training on cloud GPUs. Known for translating academic concepts into production-ready code, he’s comfortable bridging data science and engineering to move ML/streaming prototypes into reliable services.
11 years of coding experience
5 years of employment as a software developer
Bachelor of Technology - BTech, Information Technology, Bachelor of Technology - BTech, Information Technology at College of Engineering PuneMaster of Science - MS, Computer Software Engineering, 3.8, Master of Science - MS, Computer Software Engineering, 3.8 at Northeastern University
Stackoverflow
38reputation
2kreached
2answers
1question
Github Skills (52)
convolutional-neural-networks10
weather10
q-learning10
reinforcement-learning9
keras-tensorflow9
spark-streaming9
streaming9
jupyter-notebook9
e-ink8
python8
keras8
scala8
spark8
machine-learning7
raspberry-pi7
Programming languages (6)
Github contributions (5)
ravi72munde/Chrome-Dino-Reinforcement-Learning
Feb 2018 - Jul 2018
An RL implementation in Keras
Contributions:31 commits, 1 PR, 38 pushes in 4 months
kerasconvolutional-neural-networksreinforcement-learningchrome-dino-gameq-learning
ravi72munde/shazampi-eink
Aug 2024 - Aug 2025
Listen and identify music around you and display on eink display
Contributions:30 PRs, 45 pushes, 30 branches in 1 year
e-ink
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