Headline

Software Development Engineer II @ Wadhwani AI | MS Data Science at Bits Pilani

About

I’m Prashant Soni, and I like building ML systems that work outside the lab—in the messy reality of limited connectivity, imperfect data, and real users. My core interests sit at the intersection of applied machine learning + geospatial intelligence + product engineering. I enjoy taking an idea from prototype to something dependable: on-device inference, privacy-aware data handling, and pipelines that stay accurate at scale. I’m especially drawn to problems where ML needs to be fast, lightweight, and reliable—not just “high accuracy” on a dashboard. I care about impact, clarity, and craft: clean systems, thoughtful UX, and models that actually get used.

Location

New Delhi

AI stack

claude code

codex

cursor

deepmind

hermes agent

ollama

Work experience

Machine Learning Engineer at Athena Infonomics, May 2026 - Present · 6 mo, Dekhi, I am a machine learning engineer who works with LangChain, LangGraph, evals, guardrails, and everything in between, creating agent solutions for based applications for Toladata.

Software Development Engineer II at Wadhwani AI, Jul 2024 - Present · 2 yrs 2 mos, New Delhi, Delhi, India, Offline AI Integration & Healthcare Applications (TB-CaTB, AI-Derm) Delivered intelligent, offline-first healthcare solutions enhancing accessibility for millions across low-connectivity regions. Engineered a React Native offline-first system for TB-CaTB, serving 1M+ TB patients, implementing AI inference directly on-device using the Singleton design pattern for seamless operation without internet dependency. Integrated Qure AI’s DICOM model for automated X-ray interpretation and diagnostic workflow automation, cutting turnaround time significantly. Developed an offline-compatible PWA for dermatologists at AIIMS Delhi to classify skin disorders using AI-powered image analysis, processing 50K+ patient scans with local inference via IndexedDB and secure on-device data handling. Deployed at scale using GCP, Docker, CI/CD pipelines, ensuring stability and HIPAA-compliant processing.

Software Development Engineer I at Wadhwani AI, Oct 2022 - Jul 2024 · 1 yr 10 mos, Delhi, India, Geospatial Data Engineering (TB-ACF, TB-LFU programs) Optimized national-level TB program data systems for accurate disease detection and improved medical intervention speed. Spearheaded redesign of geospatial data pipelines using Rasterio, GeoPandas, Matplotlib, cutting data processing time from 52 to 8 hours (84% reduction). Created custom resampling and interpolation algorithms for heterogeneous spatial datasets, strengthening TB hotspot accuracy across large geographic zones. Designed the backend infrastructure for the TB-LFU tracking platform, enhancing performance by reducing API response time by 60% through Django/PostgreSQL optimizations.

Software Development Engineer at Simplior Technologies, Dec 2021 - Oct 2022 · 11 mos, Ahemdabad, Gujrat, Led development of end-to-end HRMS solution featuring employee management, attendance tracking, leave management, and OKR systems. Streamlined HR operations through automated workflows and centralized data management. Architected and deployed comprehensive HR modules including time tracking, one-on-ones, and performance management tools. Improved organizational efficiency by 40% through process automation and intuitive interfaces.

Software Engineer Intern at Simplior Technologies, Jul 2021 - Oct 2022 · 1 yr 4 mos, Ahmedabad, Gujarat, India

Education

Master of Science - MS, Data Science & Machine Learning, Birla Institute of Technology and Science, Pilani

Bachelor's degree, Computer Science, ICFAI University Jaipur