Senior AI Engineer

Pragya Kumari

7+ years in software engineering. Currently shipping AI products at Salesforce.

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Experience

Where I've built things that matter

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Salesforce
AI Engineer, Senior Member of Technical Staff
Jan 2025 – Present
  • LLM Architecture & Migration: Spearheaded the architectural shift of the Flow generation backend, migrating from internal LLMs to state-of-the-art external models utilizing a custom Domain Specific Language (DSL).
  • Pipeline Deployment: Architected and deployed the end-to-end flow generation pipeline, driving the project from POC to a production system serving 461 billion monthly executions.
  • GenAI Feature Engineering: Single-handedly engineered the “Evolve a Flow” feature, enabling complex workflow modifications via natural language prompts.
  • Multi-Agent Orchestration: Led a team to design an intelligent orchestrator integrating specialized LLM agents for generation, evolution, summarization, and debugging.
  • Intellectual Property: Authored two internally accepted patents on DSL-driven LLM flow generation and multi-agent orchestration systems.
Adobe Systems
Computer Scientist
2019 – Jan 2025
  • Diagnostic Tool: Designed and built a Python-based diagnostic tool used by 200+ engineers to diagnose database and workflow issues; owned core feature design and HLD/LLD.
  • Adobe Campaign – AEP Integration: Engineered end-to-end integration of Campaign functionality for Adobe Experience Platform customers, including secure VPN-based provisioning.
  • Internal UCO Platform: Led Full Stack development of a mission-critical internal tool for releases, system upgrades, and lifecycle operations across the engineering org.
IISc Bangalore
Research Intern — Computation Lab
May 2018 – July 2018
  • Computer Vision & Deep Learning: Developed a deep learning-based Human Detection System for security drones, identifying individuals based on unique gait analysis.
Skills

Technologies I work with

AI & Machine Learning

Large Language Models Prompt Engineering Multi-Agent Systems DSL Design Generative AI Deep Learning

Languages

Python Java GoLang C++ SQL JavaScript

Databases

MongoDB MySQL PostgreSQL

Frameworks & Web

React AngularJS Ionic REST API Swagger

Cloud & DevOps

AWS Azure Jenkins SonarQube Ansible SaltStack
Publications

Research and writing

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Blog
How Agentforce Achieved Accurate Flow Generation Across 461 Billion Monthly Executions Using a Constrained DSL
Salesforce Engineering Blog • 2025
Read on Salesforce Engineering →
IEEE Paper
Smart Cap for Alzheimer Patients Using Deep Learning
TENCON 2019 — IEEE Region 10 Conference
Read on IEEE Xplore →
Awards & Achievements

Recognition along the way

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🏆
Hackathon Winner
Won the Salesforce-wide Hackathon in two consecutive years (2025, 2026).
⭐
Outstanding Young Engineer
Nominated in the Top 10 for OYEA (Outstanding Young Engineers Awards) at Adobe.
🌐
Top CSR Employee
Recognized in the top 100 CSR Employees across Adobe globally for four consecutive years.
🤝
Mentorship Excellence
Awarded Best Technovation Mentor for a mentorship program dedicated to high school girls at Adobe.
🎓
Scholarships
Merit Based Scholarship Award for four consecutive years during B.Tech, and the Arjan Singh Indian Air Force Scholarship.
🇧🇮
National Honors
Runner-up in National Level IAF Declamation Contest. Top 500 girl student in India under MHRD UDAAN Program.
Projects

Things I've built

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Smart Cap

Smart Cap for Alzheimer's

Wearable assistive device using deep learning for face recognition. Published at IEEE TENCON 2019.

Cycle-O-Device

Cycle-O-Device

Arduino UNO system converting a cycle into an exercise treadmill. Won state-level Hackathon by Telangana Government.

UNIX Shell

UNIX Shell Development

Fully programmable Python-based user-land shell ecosystem for IoT boards like Raspberry Pi and BeagleBone.

Gesture Bot

Gesture/Voice Controlled Bot

Hand gesture controlled bot using MPU6050 accelerometer/gyroscope with Arduino UNO, plus voice control via Bluetooth.

Safe Route

Safe Route App

App finding the safest path using shortest path algorithm weighted by geographical crime rate data.

Garden Automation

Garden Automation

IoT system sensing soil moisture, light, and temperature to automate garden watering and monitoring.

Object Counter

Object Counter

Hardware-based automatic product counter using ICs (LM358, 555 timer, CD4033) with seven segment display.