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Operations log

Mission Archive

Each file is a shipped operation — voice and RAG platforms, distributed backends, ML pipelines. Click OPEN FILE on any record for mission outcomes.

› Target Domain·All Archives
Records13/13
FILE-001
ACTIVE·class::OPS
› USER SIGNALSCLICKSWATCHESLIKESSESSIONRANKCOLLABCONTENTBEHAVIORALHYBRID› FEED#1 ITEM-10249.4#2 ITEM-10418.7#3 ITEM-10587.9#4 ITEM-10757.1

RecoMe — Personalized Recommendation Engine

Personal interest-graph and agentic recommendation engine turning cross-platform activity into a typed Neo4j interest graph with SSE-streamed recommendations.

› Key Metric
15+CROSS-PLATFORM SOURCES INTO A TY
▸ domain: AI · Agentic · Recommendation Systems · Personalization
› Deployed Assets
TypeScriptHonoPrismaNeo4jQdrantRedisBullMQStripe+ 2 more
FILE-002
ACTIVE·class::ALPHA
DOCS · 47LIVE · WEBRTCGCPPOSTGRESSTTRAGTTS<50MS · 95%

Donna — Voice Document Intelligence Platform

AI meeting-intelligence platform automating pre-meeting research, live in-meeting assistance, and post-meeting synthesis with real-time voice and hybrid RAG.

› Key Metric
15AGENT 3-PHASE ORCHESTRATION BEHI
▸ domain: AI · Voice AI · RAG · Multi-Agent
› Deployed Assets
PythonFastAPIPostgreSQLQdrantRedisLiveKitWebRTCDeepgram+ 2 more
FILE-003
ARCHIVED·class::ALPHA
40+ CHUNKSEXTRACTORRESOLVERVALIDATORGPT-4oENTRELENTPRVENTRELREACT-FLOW · HONO · DRIZZLENODES · 6 · EDGES · 6

Knowledge Graph Application

Document-ingestion system whose centerpiece is automatic context routing — embedding-similarity decides whether to extend an existing knowledge bucket or create a new one.

▸ domain: AI · Knowledge Graph · Multi-Agent · RAG
› Deployed Assets
PythonFastAPILangGraphCrewAINeo4jPostgreSQLReact
FILE-004
ACTIVE·class::ALPHA
› ARXIV QUEUE2406.012406.022406.032406.04EXTRACT · RESOLVEGS3DGSNERFRADMIPSPLTPLNINSTVOXOCCPOINCARÉ · HYPERBOLIC› LLM CALLS−68%vs LEGACY› DEDUP / PAPER~60 → ~42› PIPELINE_MODEFIELDLEGACYMCP · READYHIPPO-RAG · PERSONALIZED PAGERANK

Manifold Strata — Geometric Low-LLM Retrieval Engine

Knowledge-graph retrieval engine that minimises LLM calls by doing entity resolution and validation in embedding and rule space; concepts live in hyperbolic (Poincaré) geometry.

› Key Metric
3DGS" → "3D GAUSSIAN SPLATTING"):
▸ domain: AI · Knowledge Graph · RAG · Agentic
› Deployed Assets
TypeScriptHonoDrizzlePostgreSQLReactMCP Server
FILE-005
ARCHIVED·class::ALPHA
RESEARCHCODERTASKSCTRL› CODER · OUTPUTdef merge(a, b): return sorted([*a, *b])AGENTS · 3 SPECIALIZED

NexusChatbot - Multi-Agent AI Assistant

Multi-agent conversational AI with specialized agents for research, coding, and task automation.

▸ domain: AI · Multi-Agent · LLM · Automation
› Deployed Assets
PythonCrewAILangChainFastAPIReactPostgreSQLRedis
FILE-006
ARCHIVED·class::ALPHA
CHAT-1CHAT-2CHAT-3SENTIMENT TREND+0.747.8KUSERSGEMINI · LIVE

Conversational AI Platform (Gennie)

Next-door chatbot with Google Gemini API integration and real-time sentiment detection.

› Key Metric
500+CONCURRENT USERS WITH 40% LOWER
▸ domain: LLM · AI · Real-time · Full-Stack
› Deployed Assets
ReactFastAPIPythonGoogle GeminiWebSocketRedisPostgreSQL
FILE-007
ARCHIVED·class::BETA
PORTFOLIO+2.5%TSLA 35%GOOGL 28%AMZN 18%TRADING · LIVE+3.0%ALERTSSELLAMZN @180BUYNVDA @900HOLDAAPL @210MARKETS · REAL-TIME WSAAPL210.4MSFT430.1BTC68.9KTSLA241.2

Trading Platform

End-to-end MERN + TypeScript app for live stock trading with GraphQL and WebSocket feeds.

› Key Metric
100MSLATENCY
▸ domain: Fintech · Real-time · Trading · Full-Stack
› Deployed Assets
MongoDBExpressReactNode.jsTypeScriptGraphQLWebSocketRedis
FILE-008
ARCHIVED·class::BETA
ANOMALY SCORETXN MONITORTX-1283$420FLAGGEDTX-1284$45OKTX-1285$2.1KFLAGGEDTX-1286$12OKTX-1287$890REVIEWTX-1288$3.4KFLAGGEDCLUSTERNORMALFRAUDALERTS47RESOLVED CASES128395% ACCTPM10K+

Anomaly Detection in Financial Data

ML-powered fraud detection pipeline using Isolation Forest and One-Class SVM with 95%+ accuracy.

› Key Metric
95%ACCURACY IN FRAUD DETECTION
▸ domain: Fintech · Machine Learning · Fraud Detection · Data Science
› Deployed Assets
PythonScikit-learnPandasNumPyPlotlyFastAPIPostgreSQL
FILE-009
ARCHIVED·class::OPS
FILESdesign.mdspecs.mdtodo.mdarch.mdnotes.mdDESIGN.MD · LIVE EDITNBSKARPRESENCENBNIKHILSKSARAARAMARJPJONLIVE · 3 USERSWEBRTC · SOCKET.IO · OPS/SEC 142SYNC · 12MS

CollabHub

Real-time team collaboration platform integrating chat, task management, and video conferencing.

▸ domain: Collaboration · Real-time · WebRTC · SaaS
› Deployed Assets
ReactNode.jsMongoDBGraphQLWebRTCSocket.ioAWSDocker
FILE-010
ARCHIVED·class::ALPHA
GENDRACEAGEGEOSOCPOLBIAS SCORESENTIMENT COMPPOSNEUNEGSEM·SIM MATRIXLLM RESPONSE · TAGGEDGENDERRACEAGEFAIRNESS0.62BIASED

LLM Bias Analyzer

Tool to analyze and detect biases in Large Language Model outputs across different demographics.

▸ domain: AI · Ethics · LLM · Research
› Deployed Assets
PythonPyTorchTransformersFastAPIReactPlotlyPandas
FILE-011
ARCHIVED·class::OPS
TENANT-0012,840MSG / 30DTENANT-0021,207MSG / 30DTENANT-0035,132MSG / 30DTENANT-004642MSG / 30DUSAGE · 30D+24.7%QUOTA · STRIPE BILLING$4,247 MRR63.7% CONSUMED · 9.5K MSG/MO LIMIT

AI-SaaS-Chatbot

SaaS chatbot platform with customizable AI agents, analytics, and multi-channel integration.

▸ domain: SaaS · AI · Chatbot · Full-Stack
› Deployed Assets
ReactNode.jsPostgreSQLRedisStripeWebSocketDockerAWS
FILE-012
ARCHIVED·class::GAMMA
AUTOMATED ML PIPELINERAW · 14.2KCLEANIMPUTEOUTLIERSDEDUPEFEATURESRFELASSOMODEL TRAININGLOSS ↓XGB · 94.2%TRAIN TIME ↓ 50% · ACCURACY MAINTAINED

ML Data Cleaning and Feature Selection

Automated ML pipeline for data preprocessing, cleaning, and intelligent feature selection.

› Key Metric
50%IMPACT
▸ domain: Machine Learning · Data Science · Automation · MLOps
› Deployed Assets
PythonScikit-learnPandasNumPyXGBoostFastAPIDocker
FILE-013
ARCHIVED·class::OPS
TODAY72°MON75°TUE78°WED73°THU70°FRI76°SAT79°HIST · TEMP7-DAYSAN FRANCISCO · NOW72°PARTLY CLOUDYH:78° L:64° WIND 8MPHLOCATION!SEVERETHUNDERSTORMOPENWEATHER · CHART.JS · 99.9% UPTIME

Weather Application

Modern weather app with real-time forecasts, location-based alerts, and interactive visualizations.

› Key Metric
99.9%UPTIME
▸ domain: Full-Stack · API Integration · Real-time · Mobile-Friendly
› Deployed Assets
ReactTypeScriptNode.jsOpenWeather APIChart.jsTailwind CSS
◇ end of archive · 13 records served