12 years of turning ambiguous problems into production systems — ERPs, AI platforms, multi-agent
pipelines — across startups and enterprise. I don't just write code; I own the outcome end to end. At
Apra Labs I built the AI and data platform layer serving 300+ US facilities:
7 AI agents and 5 production AI systems, a GraphRAG engine over 150K documents, conversational
AI across a 4 TB database, and a FinOps agent that cut cloud spend 30% — while hiring
and mentoring 20+ engineers and growing with the company from 10 to 55. Before that, a
logistics ERP built from scratch to 2,500 daily users, 70K dockets/month and 100K hits a day,
at MildlyClassic, where our team also built the software that got Wifi Dabba into YC W17.
Separately, I co-founded UXgage, a behavioral analytics startup ₹5L funded by Deshpande Startups, Hubli.
Systems I've architected and shipped
GraphRAG Knowledge Engine
Enterprise knowledge graph pipeline
PythonAzure Durable FunctionsCosmos DBFAISSgpt-4o-mini
- Builds knowledge graphs with entities, relationships, topics and communities via vector similarity
- Two-stage ingest: seconds-to-searchable indexing, then graph enrichment in the background
- 90K entities and 150K+ relationships across 11 Cosmos collections
- Outcome — Support knowledge reusable at scale; duplicate ticket resolution dramatically reduced
Multi-Agent Conversational AI
Supervisor-pattern agent orchestration
PythonLangChainLangGraphAzure SQLAzure SignalRReact
- Supervisor pattern routing to 5 specialized agents across ~30 registry-driven tools
- Natural-language SQL with permission rewrite, seven-collection RAG, 100+ report types over a 4 TB database, SignalR streaming of the reasoning trace
- Outcome — Report generation reduced from days to seconds; non-technical staff querying data independently
Cloud Cost Intelligence Agent
Automated FinOps analysis
TypeScriptAzure Cost ManagementResource GraphClaude Sonnet
- Nightly FinOps agent: 19 collectors across 3 phases, 13 anomaly detectors, 4-tier breach thresholds
- 20+ standing questions answered deterministically; the LLM handles only reasoning, with a doer–reviewer loop checking claims against raw files
- Outcome — 30% cloud cost reduction; prioritized recommendations delivered nightly, teams now own their spend
Infrastructure Performance Agent
Health scoring & regression detection
TypeScriptAzure MonitorSQL DMVsQuery StoreService Bus
- Composite 0–100 health score per service, with rolling 30-day baselines for regression detection
- Azure Monitor metrics and SQL DMV telemetry sampled at 15-second intervals, 13 anomaly checks, 4-tier breach thresholds
- Outcome — Degradation surfaced before user impact; alert fatigue significantly reduced
Secure Logistics ERP
PAN India logistics platform
PHPAWSReactNode.jsMySQL
- End-to-end ERP built from scratch — Finance, Operations, Booking, Hub Management, CRM, Route Planning
- 2,500 daily users, 70K dockets/month, 100K daily hits, zero downtime through scaling
- Outcome — End-to-end shipment visibility for all clients; manual processes reduced by over 80%
AI Code Review Pipeline
CI/CD-integrated automated reviews
PythonAzure DevOpsGPTREST APIs
- Reviews pull requests with inline comments and star ratings. 10+ languages, penalty-based scoring, fix verification mode
- Outcome — Review bottleneck for senior engineers eliminated; consistent scoring across all repos
Search Index Sync Engine
Real-time & bulk search indexing
C# / .NET 8Azure AI SearchService BusDurable Functions
- Bulk indexing via Durable Functions and real-time incremental sync via Service Bus, with index versioning and a dead letter queue
- Outcome — Entity search across 7 people-data entity types made near-instant; search freshness under 5 seconds, zero-downtime schema migrations
UXgage — Behavioral Analytics
Enterprise usability platform
PHPNeo4jCassandraJavaScript
- Captures clicks, mouse movements, text input and URL transitions to reconstruct actual user workflows. Built the entire stack from scratch
- Outcome — ₹5L seed funding; idea to funded product in under 6 months
Experience
Apra Labs
Associate Architect · previously Senior Software Engineer
Aug 2019 – Present
Built the AI and data platform layer for a unified facility management product serving
300+ US facilities. Managing 3 clients, mentoring a team of 4,
architected all systems end-to-end. Campus hiring lead for 4 years; grew with the company
from 10 to 55.
MildlyClassic
Engineering Team Lead
May 2016 – May 2019
Built and scaled a logistics ERP from scratch to 2,500 daily users handling
70K dockets/month for PAN India secure jewellery logistics. Hired 7 engineers, established a
4-week release cycle, migrated DigitalOcean → AWS in 3 months.
Sister company · Wifi Dabba → YC W17: built byte-counting and usage sync software on Wi-Fi hardware, and the Google NBU analytics platform.
UXgage
Co-Founder & CTO
Oct 2015 – Apr 2016
Took an idea from zero to a shipped product in 6 months — won a ₹5L cash prize from Deshpande Startups, Hubli, with office space and Azure infrastructure granted separately.
Earlier
2010 – 2016
Samvit Learning, Founder — software training institute founded during MCA; trained 250+ students.
Firaa.me, side project at IdeaFlask — travel blogging platform, 500+ organic users.
dotCORD IT Solutions, Intern — 3 years at GIT Incubation Center.
Open Source
Plug↗ — package manager for Claude Code skills; install and manage reusable Skills, Commands and Agents from GitHub-hosted registries.
14 packages, on npm as
plugvault.
CodeHawk↗ — AI pull request review pipeline. Runs in CI, scores code quality and posts inline comments.
16 language rule sets,
394 unit tests.
PHP ZXing↗ — PHP wrapper for the ZXing barcode library.
277K+ Packagist installs,
133 GitHub stars, featured on the upstream ZXing repo.
MooPin↗ — Pinterest-style column grid for MooTools, incl. infinite scroll.
~120 lines.
Technical Expertise
Languages & Frameworks — Python · TypeScript · C# / .NET 8 · PHP · React · Node.js · LangChain · LangGraph
AI & Data — GPT / LLM integration · FAISS · Vector search · GraphRAG · Multi-agent systems
Infrastructure — Azure (Durable Functions, Service Bus, Cosmos DB) · AWS · Neo4j · Cassandra
Practices — System design · CI/CD · DevOps · FinOps · Hiring & mentorship
Education & Recognition
Master of Computer Applications (MCA) — Gogte Institute of Technology, Belgaum
Leadership Excellence, Apra Labs (Nov 2024) · Customer Appreciation, Apra Labs (Apr 2023) · Guiding Vision, Pravega X Fest