Bengaluru, India · UTC+5:30
$ whoami
Senior Architect & Tech Consultant building agentic AI platforms.
Forward Deployed Engineer at AISquare Studio, architect of Raven at EPAM, and tech lead on Trinity RGMx (live in 100+ countries). Six years of backend platforms, cloud security, and teams that ship.
~/aisquare $ avengers "#1050 relay workspace webhooks"
assembling team · 10 heroes · cap leads
✓ black-widow recon
✓ shuri research
✓ ironheart design · ADR
✓ nick-fury pre-mortem
● iron-man build
○ doctor-strange review
~/aisquare $
- 6+
- years shipping backend platforms
- 100+
- countries on Trinity RGMx
- 15+
- microservices architected
- 10
- agents in the Avengers orchestrator
01 / stack
What I work with
Agentic AI on top of the backend, infrastructure, and security fundamentals it needs to run in production.
ai/
- Agentic AI
- Multi-Agent Orchestration
- LangGraph
- LangChain
- Claude / Anthropic API
- OpenAI API
- MCP
- Claude Code (Agents, Skills, Hooks)
- Ollama
- Prompt Engineering
- LLM Evals
- Model Routing
backend/
- Python
- GoLang
- FastAPI
- Django
- Flask
- Celery
- NodeJS
- PostgreSQL
- Redis
- Neo4j
- Gurobi
- Microservices
infra/
- Kubernetes
- Docker
- AWS
- Terraform
- Jenkins
- GitLab CI
- GitHub Actions
- Observability
security/
- Cloud Security
- DevSecOps
- CSPM
- CNAPP
- AI-SPM
- RBAC
- EU AI Act / NIST AI RMF
frontend/
- React
- Next.js
- Astro
- Svelte
- TypeScript
- Playwright
leadership/
- System Design
- Tech Leadership
- Code Review
- Mentorship
- Hiring
- Algorithmic Trading
02 / experience
Where I've shipped
- now since September 2026
Forward Deployed Engineer
AISquare Studio · Remote
Forward deployed engineer on the AISquare Explainability SDK and Studio, an explainability and governance stack for AI agents: capturing execution traces, projecting them into a Neo4j graph, and shipping the integrations customers need to put agent governance into production.
- Built workspace webhooks that relay events to customer endpoints, with signed payloads, cooldowns, and policy enforcement on the FastAPI gateway
- Shipped signed run evidence and human sign-off in the Explainability Studio run inspector (React + TypeScript)
- Hardened gateway auth and evidence routes, backed by regression test suites
Python · FastAPI · Neo4j · PostgreSQL · OpenTelemetry · React · TypeScript · LLM Agents
- now since October 2024
Senior Architect & Tech Consultant
EPAM Systems · Bengaluru, India
Architect of Raven, an EPAM-incubated agentic AI security platform, and full-stack tech lead on Trinity RGMx, Reckitt's Revenue Growth Management platform live in 100+ countries.
- Architected Raven: end-to-end vulnerability remediation through specialised agents (Scanner, Mitigator, Orchestrator, Execution) coordinated by a LangGraph workflow
- Drove spec-driven development with formal API specs, architecture decision records, and a multi-year roadmap (Service → Registry → Orchestrator → AI-Native) before code
- Defined the North Star metric (mean-time-to-mitigation under dry-run) and fact-based, idempotent, rollback-capable remediation modelled on Ansible / Chef / Puppet workflows
+7 more
- Architected 15+ microservices (Pricing, Promo, LSM – Lifecycle Supply Management, Simulation) on Kubernetes, Docker, PostgreSQL, with full CI/CD automation
- Built large-scale promo simulations with Gurobi, running on massive retail datasets to forecast profitability, ROI, and KPIs for FMCG operations
- Resolved complex production issues — cascading SSL handshake failures, cross-service API auth breakdowns, and PostgreSQL bottlenecks under high load
- Integrated CNAPP and CSPM security into pipelines, embedding image scanning, RBAC, secrets management, policy-as-code, and compliance checks across microservices
- Implemented secure auth systems using PCAS tokens and enterprise-wide SSL certificate management
- Designed ETL pipelines for TPM and category data, handling multi-TB datasets with zero-downtime migrations
- Mentored teams globally and run weekly architecture and threat-modelling reviews
LangGraph · LangChain · Ollama · FastAPI · Kubernetes · Docker · PostgreSQL · Python · Gurobi · React · CNAPP · CSPM
- October 2024 since November 2022
Senior Software Engineer & Tech Lead
AccuKnox · Cupertino, CA (Remote)
Lead the development, DevOps, and team management for AccuKnox's Cloud Security Posture Management (CSPM) solution, with a strong focus on Kubernetes security and Linux DevSecOps.
- Contributed to architecture and code for AccuKnox AI-SPM, covering LLM workloads, agentic-AI runtime protection, model lifecycle security, and EU AI Act / NIST AI RMF compliance
- Designed an upskilling track that brought new joiners to production-readiness in 6 weeks
- Drove technical leadership by conducting regular code reviews, ensuring adherence to best practices, and maintaining high code quality
+5 more
- Played an instrumental role in the hiring process, identifying and onboarding top talent
- Actively mentored and guided junior and senior developers, leading the Python team
- Architected a robust on-premises multi-tenancy user management system for AccuKnox SaaS, implementing comprehensive RBAC features
- Spearheaded the architectural design and production-level implementation of new features, emphasizing security best practices
- Integrated platform with AWS Security Hub, CloudSploit, KubeArmor, and Trivy into a single posture-management surface
Python · Kubernetes · AWS · CSPM · AI-SPM · KubeArmor · Trivy · Security Hub · CloudSploit · Docker · DevSecOps
- November 2022 since June 2022
Senior Software Engineer
Pectus Finance GMBH · Berlin, Germany (Remote)
Developed serverless financial technology solutions for enterprise financial data analysis and reporting.
- Developed serverless APIs using Python, NumPy, and Pandas to enhance financial data analysis and reporting capabilities
- Designed and implemented an upload manager for processing large financial datasets (500,000+ records)
- Created a custom KPI Builder to generate company-specific KPIs, enabling data-driven financial decision-making
+2 more
- Developed a prediction micro-service for financial forecasting, leveraging real-time actuals and budget data
- Built micro-services for managing hierarchical accounting data, supporting customized financial reports
Python · NumPy · Pandas · AWS Lambda · Serverless · Microservices · Financial APIs
- June 2022 since October 2019
Senior Software Engineer
Cashify · Gurugram, India
Led the end-to-end development of scalable, robust systems for India's largest re-commerce platform.
- Sole backend engineer for ScreenPro, Cashify's doorstep screen-repair platform: owned architecture, deployments, and booking, dispatch, payment, and warranty flows
- Built and deployed Django Rest Framework projects from scratch, integrating cloud services with a focus on AWS infrastructure
- Integrated Docker for containerization, Jenkins for CI/CD, and AWS services (Route 53, Fargate, RDS, Redshift)
+2 more
- Developed RESTful APIs for authentication, OTP-based user registration, and secure session/token management
- Integrated third-party APIs for payment gateways, UPI transactions, Google Maps, and OTP verifications
Django · Python · AWS · Docker · Jenkins · PostgreSQL · Redis · REST APIs
03 / work
Work & client projects
Platforms I've architected or led at work, and production sites built for clients.
Raven Engine - Agentic AI Security Remediation
EPAM-incubated AI security platform delivering end-to-end vulnerability remediation through specialised agents (Scanner, Mitigator, Orchestrator, Execution) coordinated by a LangGraph workflow.
- Context-aware LLM commands: detects target facts (firewall tool, package manager, OS) before generating remediation
- Integrations with nmap + NSE, nikto, CodeQL, and GitHub PR mitigation
- Dry-run and rollback for idempotent, safe remediation
- Local Ollama inference keeps costs and data on-prem
LangGraph · LangChain · FastAPI · Ollama · Redis · Docker SDK · CodeQL · nmap
AISquare Explainability SDK
Explainability and governance stack for AI agents. Captures execution traces from any Python agent (Agno, LangChain, plain Python), ingests them through a FastAPI gateway, and projects them into a Neo4j graph with semantic analysis and policy detection.
- Local SQLite inbox keeps the gateway out of the agent hot path
- Signed workspace webhooks relayed to customer endpoints
- Signed run evidence with human sign-off in the Studio UI
Python · FastAPI · Neo4j · PostgreSQL · OpenTelemetry · React · TypeScript
Trinity RGMx Platform - Reckitt Benckiser
Enterprise-wide Revenue Growth Management system deployed across 100+ countries powering pricing optimization, promotional planning, lifecycle supply management, and profitability simulations for global FMCG operations.
- Microservices-based ecosystem with 15+ services running on Kubernetes
- Gurobi optimization engine for large-scale promotional simulations
- Predicts profitability, ROI, demand shifts, and supply chain KPIs
- PCAS token-based authentication with enterprise SSL management
- Policy-as-code pipelines for continuous security enforcement
- Multi-TB ETL pipelines with zero-downtime migrations
Kubernetes · Docker · PostgreSQL · Python · Gurobi · React · CNAPP · CSPM · RBAC · Microservices
AccuKnox Cloud Security Solution
Comprehensive Cloud Security Posture Management (CSPM) platform delivering robust protection for cloud accounts and Kubernetes clusters with continuous monitoring and automated remediation.
- Continuous monitoring and vulnerability detection
- Proactive automated remediation capabilities
- Integration with major cloud providers (AWS, Azure, GCP)
- Centralized security management and automation
- Multi-tenancy with comprehensive RBAC
- Open-source security tools integration
Kubernetes · AWS · Python · CSPM · Trivy · MacCEY · CloudSploit · Security Hub · SaltStack
NHC Foods - Corporate Website
Production website for NHC Foods Limited, a listed agri-commodity exporter (est. 1960): a searchable 206-product catalog, an investor-relations disclosure library, media gallery, and an admin panel for content and image uploads.
Next.js · React · TypeScript · Tailwind · Framer Motion · Vercel
Pulse Pilates Platform
Full platform for the Pulse Pilates studio: marketing site, member web app, studio admin panel, and brand site from one responsive codebase, plus a FastAPI backend and a Capacitor mobile shell.
Astro · Svelte · FastAPI · SQLModel · Capacitor · OpenAPI
ScreenPro - Mobile Repair Service
Revolutionary mobile repair service platform providing convenient and hassle-free smartphone screen repairs with on-site technician services, eliminating the need for customers to leave their homes.
Django · Python · AWS · PostgreSQL · Google Maps API · Payment Gateway Integration
PhoneShop - Business Management App
Comprehensive Made-in-India app designed to help phone shop owners digitize their business operations. Provides virtual platform for sales, inventory management, expense tracking, GST handling, and marketplace participation.
Django · Python · AWS · Redis · PostgreSQL · Payment APIs · REST APIs
Pectus Finance Platform
Enterprise financial data analysis and reporting platform with serverless architecture. Features custom KPI builders, financial forecasting, and hierarchical accounting data management.
Python · NumPy · Pandas · AWS Lambda · Serverless · Financial APIs
04 / builds
Things I build for fun
Agent systems, trading bots, and tooling I build on nights and weekends — mostly on Claude.
$ ./contact --now
Let's build something that ships.
Agent systems, platform architecture, or a team that needs a tech lead — my inbox is open.
cgulati198@gmail.com