Tarpan Mishra - Machine Leaning Engineer at FormIQ

Tarpan Mishra

Machine Leaning Engineer at FormIQ

San Francisco Bay Area United States

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Summary

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Rockstar

🎓

Top School

Tarpan Mishra is a machine learning engineer with a decade of experience building cloud-native, production-grade AI systems and backend services in the San Francisco Bay Area. He designs and deploys scalable microservice architectures and inference pipelines—leveraging FastAPI, Celery, Kubernetes, and cloud providers—to support high-throughput video analysis with sub-300 ms frame processing. His work blends applied ML (XGBoost, random forests) with real-time data engineering (Kafka, Redis, PostgreSQL) and domain-specific solutions from biomechanics to water infrastructure monitoring. At FormIQ he introduced retrieval-augmented agents using LangChain for adaptive exercise insights, and his research background includes using simulation and deep learning to detect cyber attacks on water systems. A UC Berkeley applied math and CS student by training, he pairs rigorous quantitative foundations with hands-on deployment skills and an active npm presence (tarepan) that signals ongoing open-source experimentation.

9 years of coding experience

Applied Mathematics and Computer Science, Applied Mathematics and Computer Science at University of California, Berkeley

High School Diploma, Computer Science, High School Diploma, Computer Science at Dougherty Valley High School

English, Odia

Github Skills (145)

spectrogram10

python10

voice-conversion10

infrastructure10

pitch10

deep-learning10

speech10

librosa10

representation-learning10

apc10

dtw10

audio10

voice10

ai10

conversational-ai10

Programming languages (11)

TypeScriptDockerfileCSSC++RustCJavaScriptShaderLab

Github contributions (5)

tarepan/MultibandRNNMS

Dec 2021 - Nov 2022

Contributions:22 commits, 12 pushes, 2 branches in 11 months

tarepan/S3PRL_VC

May 2022 - Nov 2022

Contributions:77 commits, 28 pushes, 2 branches in 5 months

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