ENGINEERING MANAGER · QUESTTAI · BENGALURU
dheeraj@questtai:~$

Dheeraj Bhavsar

dheeraj@questtai:~$
GenAI & Decision Intelligence · Multi-Agent Systems
dheeraj@questtai:~$
decision systems online — rendering interface
I simplify decisions at scale.
IWCORESUPPLYSALESPLANRAGVOICEGRAPH
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About

I'm an AI systems engineer with 5+ years building decision-intelligence platforms. I lead engineering at QuesttAI in Bengaluru, where we build AI decision systems for consumer and retail enterprises — purpose-built agents that coordinate across supply chain, sales, planning and enterprise intelligence.

My path started with iOS development in college, moved through backend systems and distributed architectures, and now centers on agentic AI and knowledge graphs that turn fragmented enterprise data into unified, decision-ready intelligence. I've shipped multi-agent RAG pipelines, real-time voice AI, and platforms serving millions of users.

Enterprises don't need more dashboards. They need systems that understand context and simplify decisions.

// that's what I build.
CURRENT ROLE
Engineering Manager
QuesttAI
LOCATION
Bengaluru, India
FOCUS AREAS
Decision IntelligenceGenAIAgentic Systems
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Experience

Engineering Manager

Sep 2025 — Present
QuesttAI · Bengaluru, India
  • Own end-to-end architecture of the Intelligence Warehouse — a unified knowledge layer powering AI decision agents across supply chain, sales, and enterprise intelligence for retail and FMCG enterprises.
  • Architected Morrie, an agentic knowledge builder that extracts institutional decision logic from domain experts via natural language.
  • Led infrastructure, DevOps and cloud cost optimization across AWS, GCP and Azure — environment isolation, CI/CD automation and observability.
  • Single technical owner across multiple parallel enterprise deployments — multi-tenant isolation, data security and GenAI reliability.

Software Development Engineer II

Oct 2021 — Sep 2025
QuesttAI · Bengaluru, India
  • Built an AI-driven retail analytics platform for a leading fashion brand with custom MCPs and KPI dashboards.
  • Created an email-support bot for a major financial firm handling 2,000+ emails/day via Langgraph multi-agentic RAG — 96% first-touch resolution.
  • Led Morrie AI tutor development — fused LLMs with knowledge graphs, boosting engagement by 33%.
  • Migrated a PHP monolith to Node.js microservices, saving ₹5L+/month; built a WebRTC live-classes platform driving ₹1Cr+/month revenue.

Senior Software Engineer

Jul 2021 — Oct 2021
MobCast · Mumbai, India
  • Developed an API caching layer reducing response times by 70%.
  • Engineered native iOS and Flutter bridging; introduced silent push notifications eliminating polling overhead.

Software Development Engineer

Jul 2020 — Jul 2021
Squareboat Solutions · Gurugram, India
  • Delivered apps across Ed-Tech, Health-Tech, Cyber-Security, Fin-Tech and Travel — impacting 10M+ users.
  • Implemented SAML auth, SSL pinning and MITM detection; built CI/CD pipelines with Jenkins and Fastlane.
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Selected Work

8 deployments · click to open →
CORE PLATFORM

Intelligence Warehouse

The foundational AI infrastructure that solves context fragmentation in enterprises — a unified intelligence graph combining business ontologies, decision rules and live operational data so agents query understanding, not raw data.

PythonNeo4jGraphRAGFastAPIVector DB
CORE PLATFORM

Morrie — Knowledge Builder

Conversational interface that extracts institutional knowledge from domain experts through natural language — replacing months of manual knowledge engineering.

LanggraphLLMsMCP
ENTERPRISE FMCG

Supply Chain AI Agents

Purpose-built agents for inventory allocation, demand sensing and distribution — balancing service levels against working capital across warehouses, distributors and outlets in real time.

LanggraphAI AgentsMongoDB
ENTERPRISE RETAIL

Sales Intelligence Platform

AI-driven sales optimization with beat planning, outlet scoring and rep guidance tied to real-time signals — inventory, competition and market trends driving field-level decisions at scale.

AI AgentsPostgreSQLReact
FASHION BRAND

AI Retail Analytics

End-to-end analytics platform integrating multi-source data into a central lake, with a ChatGPT-style conversational agent, custom MCPs and KPI dashboards for store- and SKU-level decisions.

LanggraphMCPFastAPI
FIN-SERVICES

Email Support Bot

Automated triage and response handling 2,000+ customer emails daily via a Langgraph multi-agentic RAG pipeline — 96% first-touch resolution.

RAGLanggraphVector DB
CROSS-FUNCTIONAL

Enterprise Intelligence

Root-cause analysis that traces outcomes back through system boundaries — cascade-aware planning revealing downstream implications before execution across supply, sales and finance.

Knowledge GraphsAI Agents
HOME INTERIORS

Procurement Audit Pipeline

Procurement audit integrating CRM with OCR models for three-way reconciliation (PO – Invoice – GRN), eliminating manual auditing effort entirely.

OCRFastAPIPostgreSQL
$ ls ./personal
App Review Bot

Slack app fetching App Store & Play Store reviews, routed to channels by rating.

Node.js · Slack API
Umeeed

Blood-donation community connecting donors and receivers by blood group and location.

iOS · Swift · Firebase
OpenUp

Practice English speaking via anonymous voice and video calls worldwide.

WebRTC · Socket.io
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Skills & Technologies

genai/
LanggraphLangchainCrewAILlamaIndexOpenAI APIHugging FaceMCP
ai-ml-patterns/
RAGGraphRAGAgentic RAGMulti-AgentSemantic SearchEmbeddingsFine-tuningGuardrails
languages/
PythonJavaScriptTypeScriptSwiftDart
backend/
FastAPINode.jsNestJSExpressMicroservices
data/
MongoDBPostgreSQLNeo4jRedisFirebase
infra/
AWSGCPAzureDockerKubernetesKafkaAirflow
observability/
LangsmithDatadogGrafanaSentryCloudWatch
realtime/
WebRTCAsteriskWebSocketCelery
frontend-mobile/
ReactNext.jsFlutteriOS (Swift)
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Writing

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Let's build something
that simplifies decisions.

Open to new opportunities, interesting problems, or just connecting with fellow engineers. My inbox is always open.

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