Production AI Systems & Case Studies

ENGINEERED SOLUTIONS

Deterministic results, lean stack orchestration, and enterprise automation. Discover how we bridge systems-level architecture with operational execution to deliver verifiable ROI.

Omnichannel AI

POJEHAT

Mastra WhatsApp API n8n Qdrant
⚡ Problem

High-volume customer support bottlenecks and erratic lead capture on WhatsApp and web channels causing missed bookings and slow response times.

🛠 Action

Engineered a multi-agent WhatsApp AI chatbot leveraging Mastra for agentic workflow orchestration, n8n for real-time CRM routing, and Qdrant for semantic FAQ retrieval.

✓ Quantified Result

Achieved 24/7 sub-1.2s response latency with zero hallucination rate on inventory checks and automated over 70% of inbound tier-1 support queries.

ERP & 3D Web Graphics

DELTA

Next.js FastAPI Three.js ERP Integrations
⚡ Problem

Fragmented procurement, manual shop-floor fabrication drawings, and delayed inventory synchronization across multi-facility operations.

🛠 Action

Designed a custom Next.js and FastAPI enterprise ERP connector integrated with Three.js for interactive 3D aquarium tank parametric modeling and automated structural drafting.

✓ Quantified Result

Cut engineering drafting cycles by 65%, reduced inventory discrepancies to under 0.5%, and automated bill-of-materials generation directly into production pipelines.

Zero-Retention RAG

BRICS

DeepSeek R1 Ollama Qdrant DB On-Prem Air-Gap
⚡ Problem

Strict regulatory data privacy mandates preventing cloud LLM usage for cross-border multi-lingual contract auditing and compliance analysis.

🛠 Action

Deployed an air-gapped on-premise inference cluster running localized DeepSeek R1 via Ollama and paired with a localized Qdrant vector database with strict role-based access control.

✓ Quantified Result

Guaranteed 100% data sovereignty with zero third-party data egress while accelerating cross-border legal document reviews by 4.5x.

Classical NLP

QuranMath

PyTorch Arabic NLP FastAPI Semantic Graphs
⚡ Problem

Severe morphological complexity and high error rates in standard LLM parsing of classical Arabic mathematical formulations and syntactic structures.

🛠 Action

Architected specialized tokenizer embeddings and transformer-based educational agents optimized for classical Arabic morphology and numerical relation extraction.

✓ Quantified Result

Delivered 98.9% semantic alignment on classical corpus queries with sub-second response times across 50,000+ interactive student sessions.

Strategic Partner: Aghrba

QWIRVA

B2B Sales Engine Twilio Voice Lead Grading Autonomous Gate
⚡ Problem

Inefficient cold outreach, low conversion rates on unverified leads, and disconnected telephony systems across regional sales teams.

🛠 Action

Developed the all-in-one B2B sales automation engine in strategic partnership with Aghrba. Integrated automated Twilio telephony, LLM realness verification, and automated qualification gates.

✓ Quantified Result

Automated scoring and outreach across 250,000+ business leads, eliminating 80% of spam inquiries and boosting qualified sales appointments by 3.2x.

Autonomous Systems

SUNDIAL

Python Daemon Autonomy Gate HID Presence Temporal Perception
⚡ Problem

Autonomous AI agents freezing or terminating when encountering blocked asynchronous states, human-in-the-loop requests, or cross-platform session idle timeouts.

🛠 Action

Built a cross-platform background temporal daemon in Python featuring Human Interface Device (HID) presence simulation, intelligent escalation routing, and a zero-block Autonomy Gate.

✓ Quantified Result

Enabled 99.99% uninterrupted overnight multi-agent operations with zero dropped execution contexts across 1,000+ hours of continuous testing.

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