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Madhumitha Kolkar

Senior Machine Learning Engineer @ SolarWinds | Neuroscience | RL | JAX | LLMs | Applied Mathematics | Generative AI | Agentic AI | Building Learning Models in public.

Bengaluru Joined on Jul 16, 2026 madhumithakolkar@gmail.com https://www.linkedin.com/in/madhumithakolkar

Education

Bachelor of Engineering - Computer Science

Work

Senior Machine Learning Engineer at Solarwinds.

Madhumitha Kolkar

Jul 25

I Taught an Agent to Act Directly - No Q-Values Needed (Day 6: REINFORCE)

#machinelearning #deeplearning #python #opensource

3 min read

Madhumitha Kolkar

Jul 24

I Replaced a Q-Table With a Neural Network and Everything Changed - Day 5 (DQN).

#reinforcementlearning #machinelearning #deeplearning #python

4 min read

Madhumitha Kolkar

Jul 23

I Built My First Reinforcement Learning Agent From Scratch - Day 4.

#reinforcementlearning #machinelearning #python #beginners

4 min read

Madhumitha Kolkar

Jul 22

The JAX Superpower Nobody Talks About Enough - vmap - Day 3.

#jax #machinelearning #python #deeplearning

3 min read

Madhumitha Kolkar

Jul 21

I Built a Neural Network Training Loop in 5 Lines Using JAX - Day 2

#jax #machinelearning #python #deeplearning

3 min read

Madhumitha Kolkar

Jul 20

I Started Learning JAX as a Senior ML Engineer - Here's My First Impression.

#jax #machinelearning #python #beginners

3 min read

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