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✋ I'm Santosh.

I have PhD in Network Control, and Learning from Texas A&M university under Dr. P. R. Kumar

Current Research Interests

  1. Applying Machine Learning for Large Scale Problems
  2. Tackling Bias in Learning

I was TA for ECEN 740 Machine Learning '22 and '24, Primary ML course at Texas A&M Electrical and Computer Engineering.

Past Research Interests:

  1. Wireless Networking: Cellular Standards and Backbone Networks
  2. IoT standards and Networking

I specialize in designing, building, and deploying plug-and-play intelligent systems.




My GitHub Stats

Shotsan's Projects

pprof icon pprof

pprof is a tool for visualization and analysis of profiling data

prettymaps icon prettymaps

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

reagent icon reagent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

redis icon redis

Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps.

rlu icon rlu

Read-Log-Update: A Lightweight Synchronization Mechanism for Concurrent Programming

shields icon shields

Concise, consistent, and legible badges in SVG and raster format

shotsan icon shotsan

I am PhD at Texas A&M University working on next generation wireless technologies and 5G

sionna icon sionna

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

smart icon smart

Smarter Manual Annotation for Resource-constrained collection of Training data

srsran_project_docs icon srsran_project_docs

Documentation for srsRAN Project, an open-source 5G CU/DU solution. https://docs.srsran.com/projects/project

sslsniff icon sslsniff

A tool for automated MITM attacks on SSL connections.

synthmark icon synthmark

Audio performance benchmark for jitter, theoretical latency, etc.

thingsboard icon thingsboard

Open-source IoT Platform - Device management, data collection, processing and visualization.

tortoise-tts icon tortoise-tts

A multi-voice TTS system trained with an emphasis on quality

towhee icon towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

trl icon trl

Train transformer language models with reinforcement learning.

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

ublogger icon ublogger

A template designed with your readers in mind :heart:

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