01 — Primary Project
Intelligence / AI / Data Fusion
OSINT Fusion Data Pipeline
Satellite + News + AI Forecasting Architecture
Designed and implemented a multi-layer data fusion system integrating satellite imagery (GEOINT), multi-source news ingestion (OSINT), transformer-based classification, and probabilistic confidence modeling into structured intelligence outputs.
Architecture Flow
Request→
Data Collection→
Normalization→
NLP Classification→
Signal Aggregation→
Confidence Scoring→
REST API Output
Modular pipeline orchestration — collectors, forecasting engine, confidence module & controller
Multi-source RSS ingestion & structured NewsArticle normalization
Transformer-based zero-shot event classification
Weighted confidence fusion engine — source count, contradiction score, classification probability, signal strength
Risk-profile adaptive forecast generation
FastAPI REST backend with high-throughput async processing
Satellite imagery integration (GEOINT) with spatial indexing
Background job execution with persistent status tracking
Structured report generation — JSON + Markdown dual output
PythonFastAPITransformers
REST APIsData ModelingPipeline ArchitectureSignal Aggregation
02
Analytics / LLM / Multi-Tenant
AI-Powered KPI & Data Insights Platform
Multi-Database Analytics & LLM-to-SQL System
Built a multi-tenant analytics platform integrating structured and unstructured data sources, enabling natural language querying via LLM-based SQL generation and delivering real-time KPI dashboards with automation triggers.
LLM → SQL transformation layer with dynamic schema mapping & field normalization
Multi-database connector registry — Postgres, Supabase, MongoDB
Row-level security enforcement & granular RBAC implementation
Webhook-based automation triggers for reactive workflows
Multi-tenant architecture with full data isolation
Interactive KPI dashboard with dynamic filtering
Structured data abstraction layer for cross-database querying
Modular REST API backend with async processing
PythonFastAPIPostgreSQL
SupabaseMongoDBLLM IntegrationMulti-Tenant Systems
Enterprise Knowledge
Retention System
Relational Data Modeling & Access-Controlled Workflow Platform
ERD-driven schema design — MySQL relational modeling
Multi-layer RBAC — client + server validation enforcement
Two-way GraphQL integration with external PM system
OAuth calendar scheduling & version control workflow
Kanban state transitions, CSV export, Chart.js dashboards
Session-based auth & environment configuration management
Node.jsExpressMySQL
GraphQLOAuthRBAC
04
OCR / Document Processing
Invoice OCR & Structured
Extraction Pipeline
Unstructured Document → Validated Structured JSON
OCR integration — image & PDF invoice ingestion via EasyOCR
Text normalization & numeric correction logic
Regex-based field extraction — dates, totals, tax, line items
Dynamic line-item reconstruction with table parsing
JSON serialization with schema validation layer
PDF summary generation from structured output
PythonEasyOCRRegex
Data CleaningJSON SerializationDocument Processing
05
NLP / Computer Vision / Transformers
Applied Transformer Model Implementations
NLP & Vision inference pipelines — model loading, batch processing, image preprocessing, structured output formatting
DistilBERT
Sentiment classification & NLU inference
Vision Transformer (ViT)
Image classification & embedding pipelines
CLIP
Multimodal vision-language alignment
Donut
Document transformer — structured document understanding
PythonHuggingFace Transformers
PyTorchNLPComputer Vision