Manas Dalakoti
Senior Software Engineer at nference
Bengaluru, Karnataka, India
Summary
👤
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, Computer Engineering, Bachelor of Technology, Computer Engineering at Jaypee Institute of Information TechnologyHigh School Diploma, High School Diploma at Aryaman Vikram Birla Institute Of LearningSenior Secondary, Senior Secondary at Aryaman Vikram Birla Institute of Learning
Github Skills (22)
google-meet10
portaudio10
regression10
python-bot9
machine-learning9
pulseaudio9
scientific-computing9
nearest-neighbor-search9
cpp8
deep-learning8
playback8
linux8
mlpack8
monitor8
python7
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
python
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