Manas Dalakoti
Senior Software Engineer at nference
Bengaluru, Karnataka, India
Summary
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Senior🎓
Top SchoolManas Dalakoti is a Senior Software Engineer based in Bengaluru with six years of experience building production-grade ML and distributed systems, currently focused on federated learning and privacy-preserving pipelines at nference. He designs stateful Flask/FastAPI services, integrates Kafka/Redis/MongoDB for HA data flows, and packages lightweight Docker images deployed via Kubernetes, HELM and ArgoCD, with GRPC-enabled HTTP/2 connectivity. His work includes implementing homomorphic-encryption-backed FL templates (FedAvg, Swarm Learning, Cyclic Weight Transfer) that achieved model accuracies up to 97%, reflecting a rare blend of applied deep learning and systems engineering. A competitive programmer and FOSS enthusiast fluent in C/C++ and deep learning tools, he also brings hands-on experience in IAM, NLP TTS fine-tuning for Indian-English accents, and developer-community leadership from university clubs and contest organizing.
6 years of coding experience
4 years of employment as a software developer
Bachelor of Technology - BTech, Computer Science, Bachelor of Technology - BTech, Computer Science at Jaypee Institute Of Information TechnologySenior Secondary, 95.4, Senior Secondary, 95.4 at Aryaman Vikram Birla Institute of Learning
Github Skills (10)
regression10
scientific-computing9
machine-learning9
deep-learning9
nearest-neighbor-search9
python5
google-meet5
automation4
telegram-bot3
data-science3
Programming languages (4)
Github contributions (5)
knightxerons/mlpack
Jul 2020 - Oct 2020
mlpack: a scalable C++ machine learning library --
Contributions:18 pushes, 3 branches in 2 months
scalabledeep-learningmachine-learningmachine-learning-librarylibrary-learning
manasd28/class_bot
Sep 2020 - Mar 2022
An Automated Background Python program that notifies you during your classes when your name is called or the keywords "present"/"attendance" are called out.
Contributions:11 pushes, 3 branches in 1 year 5 months
notifiespythonpython36automationpython3
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