Hi, I'm Ayush Sahni
Turning enterprise pain points into AI-powered systems — from LLM agents and automation pipelines to cloud-native infrastructure that scales.
SCROLL ↓About Me.
I'm an AI Builder at ITS Logistics, shaping the enterprise AI posture of a $6B logistics business — defining AI-first software and product processes, building automated POC-to-engineering handover pipelines, and shipping AI-powered logistics workflows like custom track-and-trace for teams and customers.
My path runs through cloud engineering, DevOps, and backend development: IoT systems integration and $500K/month hardware supply chains at HotelKey, LLM integrations and AWS architecture at Aspen EPC, FastAPI microservices, Kubernetes rollouts, and infrastructure-as-code across startups and enterprises. I care about building systems that are secure, reliable, and built for scale — and actually usable by the people who depend on them.
Experience.
ITS Logistics — AI Builder
May 2026 – Present- Shaping the overall enterprise AI posture for a $6B logistics business — defining AI-first software and product development processes adopted across teams.
- Building automated POC-to-engineering handover pipelines that move AI prototypes into production engineering workflows.
- Developing AI-powered logistics automations, including custom track-and-trace workflows tailored to internal teams and customers.
- Partnering directly with floor teams to surface real pain points, shipping tools used daily across the business with direct visibility to senior leadership.
HotelKey — Business Analyst (IoT, Systems Integration, Automation & Procurement)
Aug 2025 – May 2026- Optimized IoT deployment workflows: designed standardized procedures and Python automation to validate Kura, Visionline, and FreedomPay integrations — cutting property setup time by 40%.
- Bridged engineering, logistics, and property teams via Jira workflows and Slack automations for real-time shipment tracking, escalation, and RMA resolution; managed a team of 3 offshore engineers for IoT device configuration, reducing resolution time by 30%.
- Owned end-to-end supply chain for IoT gateways, terminals, and KIOSK devices across 100+ properties — managing $500K/month in hardware procurement, negotiating vendor rates, and coordinating last-mile trucking delivery.
Aspen EPC — TPM – AI Automation
Jan 2025 – Jul 2025- Led cross-functional initiatives to integrate LLMs (via OpenAI API and LangChain) into legacy systems like contract bidding and hotel portals, enabling real-time response generation and automating RFP submissions.
- Directed AWS-hosted architecture supporting a resource planning and booking platform; allocated cloud resources, owned change requests, and facilitated collaboration across India and US-based engineering teams.
- Championed sprint cycles in Jira, facilitated stakeholder demos, and aligned OKRs with product milestones across 3 verticals.
Community Dreams Foundation — Software Developer
Aug 2024 – Jan 2025- Directed agile pods designing scalable REST services with FastAPI; introduced async I/O and optimized query plans to cut server-side latency by 30%.
- Implemented OAuth 2.0 auth flows and JWT-based session management across microservices and user segments.
- Ran infrastructure delivery on Docker and EC2, optimized CDN deployment with S3 + CloudFront, and maintained 99.9% SLA compliance.
Mithi Software Technologies — Cloud Infrastructure Engineer
Sep 2021 – Jun 2022- Directed phased releases of cloud-based FastAPI microservices with PostgreSQL materialized views supporting 5K+ daily API calls.
- Orchestrated infrastructure-as-code rollouts using AWS CloudFormation, Kubernetes, and Helm charts, improving multi-environment parity.
- Built CloudWatch metric dashboards and S3 ingestion-log monitoring to trace failures and alert on pipeline anomalies.
Accenture — Associate Software Engineer
May 2021 – Sep 2021- Executed 3000+ performance and unit tests in SQL and automated functional testing with Selenium.
- Improved ERP testing efficiency by 30% and cut manual testing effort by 25% through automation; reduced testing errors by 15% via documentation and knowledge transfer.
Signzy Technologies — Business Analyst
Feb 2020 – May 2021- Led ETL project governance with PostgreSQL, AWS S3, and scheduled cron jobs, improving behavioral analytics coverage and campaign accuracy by 15%.
- Modernized CI/CD with Jenkins pipelines and Docker container strategies, boosting deployment confidence by 25%.
- Administered Kafka queues and WebSocket endpoints for real-time service syncs; resolved race conditions, cutting event latency by 70%.
New10s — Technical Lead
Aug 2017 – Jan 2021- Designed and managed full-stack architecture for a custom merchandise platform using Flask and PostgreSQL; built admin dashboards, user login, and payment modules.
- Deployed on AWS EC2 with automated S3 backups; coordinated product teams and freelance developers across e-commerce, logistics, and user management.
Earlier — Internships
2019- Software Research Engineer Intern, University for Information Science and Technology "St. Paul the Apostle" — built an improved image-grayscaling algorithm in Python for text analysis; deployed ARToolkit code with Docker Swarm.
- Network Engineer Intern, Abhinav Global School — set up and improved network infrastructure for a new school building.
Education & Certifications.
California State University, East Bay
Karunya University
Projects.
Zero Cloud Home Lab
3-node k3s Kubernetes cluster built from 3 Chromebooks — self-hosting Nginx, Grafana, Prometheus, Gitea, Drone CI, and Pi-hole, all exposed to the internet through Cloudflare Tunnel with zero open inbound ports and zero cloud bills. Live at ayush1.xyz.
From GitHub.
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Skills.
// AI & Machine Learning
// Languages & Databases
// Frameworks & Backend
// Cloud, DevOps & CI/CD
// Monitoring & Ops
Leadership & Volunteering.
Prabhat Foundation
Taught design principles and tools to underprivileged students online using Canva and Adobe Spark.
Entrepreneurship Cell, Karunya
Led media and marketing; organized speaker events and campaigns promoting entrepreneurship across the university.
Association of Computer Engineers
Oversaw web infrastructure and content publication; facilitated tech talks and peer knowledge-sharing.
NSS & WWF
Village development programs, health awareness campaigns, and environmental sustainability drives.
Let's Build Something.
Open to conversations about AI systems, cloud architecture, and interesting problems in logistics and automation.