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Projects: 8 engineering case files by P S Sree Harsha

Mission Console

Production Systems & Case Files

8 builds across multi-agent systems, MLOps, distributed backends and full-stack product. Open any mission to watch its architecture run: customer, problem, system design, scale and measurable impact.

Enterprise Internal2026
incidentreasondetectOperatorsITOps · SREMicro-FrontendReact · MFEFastAPI APIMulti-tenantAgentic RCALangGraphAzure OpenAIReasoningAnomaly MLIForest · LOFPostgreSQLRow-Level SecuritySecuritySSO · Vault · PIIObservabilityMetrics · Logs

Smart Log Manager

Full-Stack AI & MLOps Observability Platform

Incident triage across multi-tenant log streams was manual and slow, with root-cause analysis bottlenecked on tribal knowledge and no safe way to handle sensitive data.

Automated RCA + anomaly detection across multi-tenant log streams

Multi-tenantTenancyUnsupervised + supervisedDetection
FastAPIReactTypeScriptLangGraph+8
Enterprise Internal2026
mapIaC / K8sConfigsCI/CD PipelinesData flowsTopology IngestParserAgentic MapperLangGraphInfra → LLDDesign docsSOP / SOW GenRunbooksCompliance FmtMS WordITSMApprovals

Agentic AIOps Blueprint

Intelligent ITSM & Infrastructure Mapper

Bridging MLOps environments to enterprise ITSM compliance was manual and error-prone: runbooks took days to write and approvals were frequently rejected for inaccurate topology.

Accelerated deployment-to-production timelines by 35%

−35%Deploy timeDays → <10 minRunbook
Multi-Agent SystemsLangGraphAzure OpenAIKubernetes+4
Production Pilot2026
indexCodebaseMonorepoStatic AnalysisPython ASTMulti-AgentParallel fan-outAzure OpenAISynthesisCode → HLDBlueprintsDev / User GuidesMarkdownSequence DiagramsMermaidCI/CDAuto-commit

RapidDoc AI

Automated Developer Documentation Engine

Manual documentation constantly lagged behind code, creating stale docs, slow onboarding and accumulating documentation debt.

Reduced manual documentation effort by 60%+ (~15+ engineering hours saved per sprint)

−60%Doc effort+40%Onboarding

🏆 DT&A Digithon 2026 – Runner Up

LangGraphPythonAzure OpenAIStatic Analysis+2
Enterprise Production2023–2025
500+ OrgsB2B tenantsAPI GatewayJWT authKPI ServicesAnalyticsDashboardsReal-timeSales Tracker24+ featuresMongoDBOperationalPostgreSQLRelationalCI/CD750+ deploys

GTMScale

B2B Health-Tech ERP Platform

Healthcare organizations needed a reliable, fast, multi-tenant ERP for day-to-day operations and analytics, shipped continuously without breaking production.

500+ organizations served in production

500+Organizations750+Deployments
Node.jsMongoDBPostgreSQLAWS+4
Live Deployment2024
SpeakerLive audioReact UIDynamicSpeech AnalysisTensorFlowPrompt EngineLLMAdaptive CoachingFeedback

Multi-Modal AI Speech Coach

Real-Time Adaptive Speech Coaching

Speakers had no fast, private feedback loop to practise delivery and improve in real time.

Real-time, private practice feedback loop

Real-timeLatencyAudio + LLMModalities

🏆 Top 6 – Nex-Gen AI 24Hr Hackathon 2024

LLMsReactJSTensorFlowPython+1
Research2023
replicateNetwork AppsControl intentController AReplicaController BReplicaRaft ConsensusAcceleratedSwitchData planeSwitchData plane

Distributed Software-Defined Network

Accelerated Raft Consensus SDN

Centralised SDN controllers were a scalability and single-point-of-failure bottleneck for network control.

Consistent control plane across replicated controllers

Accelerated RaftConsensusMulti-controllerTopology

🏆 Top 8/200+ teams – IEEE Kalpana Hackathon 2023

FlaskReactJSPyraftDistributed Systems
Research2025
RecruiterQueryRecommenderTF-IDFMatch Engine85% precisionSmart ContractsSolidityEthereum PoSOn-chain

HRBIRS

Blockchain Intelligence Recommendation

Recruitment data and credentials were easy to tamper with, undermining trust in candidate matching.

85% recommendation precision

85%PrecisionOn-chainTrust

Published @ ICT4SD 2025

EthereumSolidityPythonTF-IDF+1
Live Deployment2024
UserBrowserNext.js AppSSR + feedAPI RoutesRESTGoogle AuthSessionsPrisma ORMData accessDatabasePersistence

NetworkNex

Full-Stack Professional Network

Needed a production-style social platform with secure auth and a performant, responsive feed across devices.

Secure Google-based auth sessions

Google OAuthAuthDynamicFeed
Next.jsMERN StackTailwind CSSRedux+1