Hi, I'm Pratham
Data Scientist passionate about building AI-powered solutions, from NLP and computer vision to enterprise ML platforms.
Featured Projects
View all →AI-Powered Meeting Analyser
NLP-powered meeting analysis platform that automates transcription, summarization, and action item extraction, saving 3+ hours weekly per user.
ForesightBench
A benchmark framework for evaluating how well language models can create structured plans and faithfully execute them step-by-step.
No-Code ML Platform
Enterprise-grade no-code ML platform with time series forecasting module, reducing baseline model development time by 80% for forecasting workflows.
Latest Posts
Read all →MaxRL: From REINFORCE to Maximum Likelihood
Why dividing by the number of successes instead of the batch size changes what your gradient estimator optimizes — and how this connects REINFORCE, maximum likelihood, and pass@k through one clean mathematical identity.
Reinforcement Learning from Scratch
Building RL from the ground up — actions, rewards, policies, expected reward, the policy gradient theorem, and REINFORCE — all derived step by step with concrete examples.
Mathematical Prerequisites for Reinforcement Learning
Building the math foundations you need for RL — probability, expected value, derivatives, the log trick, and Monte Carlo estimation — all through one consistent example.
Let's work together
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.
Get in Touch