Data AI · ML · RL · Robotics
Calm, deliberate AI systems.
ProspectivePulse Tech is the independent practice of Nikit Sharma, a Data AI Engineer focused on reinforcement learning, robotics, and production-grade ML systems.
Machine learning
From problem framing to deployment: supervised, unsupervised, and ensemble models that do more than score well in a notebook.
Reinforcement learning
Custom environments, Q-Learning, PPO, and robotics projects that turn RL into something you can actually see and touch.
Data & MLOps
ETL/ELT, dbt, Snowflake, FastAPI, Docker, CI/CD, and monitoring for ML systems that are meant to live in production.
Featured project
Project Juggernaut — RL-driven robotic arm tank
A reinforcement-learning driven robotic platform built with Raspberry Pi and MegaPi. The system learns navigation behaviours in simulation before being deployed onto hardware.
Python · RL (Q-Learning, PPO) · Raspberry Pi · Sensors · Docker