Akhil Jaitly

LLM agent observability platform. Captures agent trajectories, embeds and clusters them, and replays runs deterministically to catch regressions. Deployed to production.

AI contract intelligence. Extracts license terms from PDF/DOCX with every value pinned to its source span and verbatim quote, confidence-gated to a human review queue, persisted as a constraint graph.

Family document vault: identity, medical, legal, and financial records with expiry alerts and member sharing. SSO across a shared identity tenant, encrypted blob storage.

Property management: maintenance, expenses, income, documents, vendors, and reminders. Direct JWKS token validation, dashboard rollups across every property.

Personal finance: accounts, transactions, budgets, bills, and savings goals with AI-generated insights. Imports transaction data and syncs with the property platform.

Enterprise risk intelligence: unified engines for anomaly, capacity, and vendor-risk scoring under one platform. Proof of concept behind an active patent effort.

Ansible automation for standardized server build workflows: provisions VMs on VMware vSphere from template through OS configuration, repeatable and idempotent across tiers, driven by templated host and group variables. A new host comes up the same way every time, no manual steps.

Ansible automation for network device patching: staged rollout, automatic config backup before change, and validation after, so a patch cycle that used to be manual and risky runs the same way every time and proves itself when it lands.

Ansible-driven health checks across network devices: templated probes gather state, flag drift and failures, and roll up into readable reports. Catch problems on a schedule instead of during an incident.

Ansible automation that keeps a live, accurate inventory of network devices: collects facts from the fleet and renders them into a single source of truth, instead of a spreadsheet that goes stale the day it is written.

A hands-on AWS lab built entirely in Terraform and documented as I go: reproducible VPC, compute, storage, and IAM scenarios mapped to the Solutions Architect Associate domains. Infrastructure as code, torn down and rebuilt on demand.