Headline

AI/ML Engineer @ Kidaura | Healthcare AI

About

I’m a data science student with a background in program management, operations, and early-stage product development. From managing teams and systems to shaping product strategy and design, I’ve bridged the gap between people and technology. One of my most formative experiences was building a product from the ground up, where I worked across user research, design, and cross-functional collaboration. That process taught me how empathy, structure, and curiosity can come together to shape technology that truly serves people. Currently, I maintain data pipelines for healthcare applications and help build tools that support neurodiverse children—work that deepens my belief in tech’s potential to create meaningful impact. I’m especially drawn to systems thinking, human-centered design, and the intersection of data, purpose, and innovation. My goal is to keep learning, keep building, and contribute to technology that empowers lives.

Location

Jaipur

AI stack

antigravity

codex

opencode

Work experience

Machine Learning Engineer at Kidaura, Feb 2025 - Present · 1 yr 7 mos, India, Building Medical Touch intelligence at Kidaura—designing data systems, modeling behavioral signals, and deploying human-in-the-loop AI to translate raw sensory data into real-world interventions for autism care.

Founder’s Office at POLO, Nov 2023 - Jul 2024 · 9 mos, India, Led initiatives at POLO to design and promote tech tools that reduce screen dependency and foster focused, mindful living. Worked across user interface design (UID), product roadmapping, and user research to shape impactful features. Leveraged data analysis and Mixpanel to track user behavior, derive insights, and guide product decisions that aligned with our mission of mindful technology.

Partnerships at POLO, Mar 2023 - Jul 2024 · 1 yr 5 mos, Hybrid

Education

Bachelor of Science, Data Scince And Programming, Indian Institute of Technology, Madras

Public links

github: https://github.com/jbanmol