Headline

Building & Breaking LLMs • Shipping end-to-end Systems • AI Researcher • AI/ML Engineer • Open Source Developer

About

AI/ML Engineer at Esyasoft & Graduated in Computer Science Honors at BITS Pilani, Hyderabad Campus with hands-on experience across AI/ML engineering, backend development, cloud infrastructure, and full-stack product building. Over the last 2 years, I’ve worked on building and shipping systems involving LLM applications, RAG workflows, backend APIs, cloud deployment, and reliability-focused AI products. My work has included developing AI-driven applications with structured outputs and validation, building backend systems using Python, Django, and PostgreSQL, and working with cloud-native infrastructure using Kubernetes, GKE, Terraform, Helm, Prometheus, and Grafana. I enjoy taking products from idea to execution — whether that means building MVPs, designing backend workflows, improving system reliability, or supporting deployment in production-like environments. I’m especially interested in roles where I can contribute across both engineering depth and product execution. I’m currently seeking founding software and founding AI roles in Bangalore or Remote based Startups .

Location

Bengaluru

AI stack

anthropic apis

cursor

hugging face

mcp

ollama

openai

Work experience

AI/ML Engineer at Esyasoft, Jun 2026 - Present · 3 mos, Bengaluru, Karnataka, India, 1)Building AI-Copilots for Energy & Utility Enterprises . 2)Creating ML Models for EDA , Prediction and Forecasting based on large real time database on our MS Sql Servers . 3)Building Data Extraction Pipelines workflow automation for OCR & Vision Based Open Source LLM Models running on our own GPU Servers .

Founder at RiskDelta AI, Jan 2026 - Jun 2026 · 6 mos, San Francisco Bay Area, Risk Engineering - Intelligence & Autonomous Systems Control Plane for Observability , Monitoring , Tracing , Analysis & Fixing Operations for AI Agents , Co-Pilot & AI ChatBots .

Software Engineer at InMobi, Jul 2025 - Dec 2025 · 6 mos, Bengaluru, Karnataka, India, 1) A)1st Project around Fully Autonomous Helm Multi Cluster & Service- Drift Detection . B)2nd Project around Automated Terraform Provision with GenAI x Clusters, helping Developers, SRE & Non Backend Coders & reducing their time by 45% of manual effort . C)3rd Project was AI Native GKE Ops Assistant for helping Non Cloud Devs with Tasks or Information based in GKE & GCP. 2)Debugging Tasks based on JIRA tickets like adding security mail arm alerts , nodepools , etc . 3)Prom/Grafana - SLOs & alerts. 4)On-call: decision to sync/rollback, postmortems, runbook updates. 5)Debugging failed run pipelines in ArgoCD . 6)Cluster creations for non prod usage & testing through Terraform Module . 7)GKE resources management & deployment in various clusters , helping investors reducing cloud cost of cloud operations & deployment of company by 38% .

AI Engineer at RouteChef, May 2025 - Jul 2025 · 3 mos, Bengaluru, Karnataka, India, 1)Researching and prototyping an AI agent from scratch, for integration into MVP , for smarter & faster search ups & resolution of consumer queries by 3x times of our competitors. 2)Studying and implementing LLM best practices for AI assistants and agent use-cases. 3)Optimising LLM for multimodal travel suggestions, for 4x faster & better response than the competitors . 4)Designing & Demo applications of iframe widgets for plug & play feature access for B2B Partners. 5)Cold Outbound, Marketing & Communications for the startup through Social Media grounds making it 15% more visible than usual.

Co-Founder (Tech) at JudgeAI x Kozlaw, Nov 2024 - Feb 2025 · 4 mos, Dubai, United Arab Emirates, 1)Designed State of Art of Prototype Landing Page, Website & Demo-MVP of the product, helping investors & potential consumers go over core features 2x faster than regular buildups . 2)Frontend Development of Prototype Landing Page & Website. 3)Strategic Planning, Management & Communications for the startup, increasing their reach through Social Campaigns making them 20-25% more visible than usual.

BI Engineer at Grasim Industries Limited, May 2024 - Jul 2024 · 2 mo, Remote, 1)Lead & Mentored a team of 6 interns. 2)Worked on Creating of Database of Google Sheets by extracting & segregating Raw Data provided . Sheets work was completed 10x faster with help of OSS LLM models , run locally on system .. 3)Created Management Information System based of Dashboards on Google Looker Studio , making people gain insights 3x faster & better than going through cluttered data . 4)Built management information dashboards and improved reporting consistency through normalization, deduplication, and aligned metric definitions.

Education

Bachelor of Engineering - BE(Honours), Computer Science & Engineering, Birla Institute of Technology and Science, Pilani

Studying in Class 12, Mathematics,Physics and Chemistry, G.D. Goenka Public School - India

Public links

github: https://github.com/shivanshgupta365