services
I provide rapid-response "Human-in-the-Loop" (HITL) validation for AI agents to ensure cultural accuracy, linguistic nuance, and local relevance for the Ethiopian market.
Scope of Tasks:
Cultural "Vibe" Checks: Reviewing AI-generated content (Amharic/English) for local sentiment, slang accuracy, and social appropriateness.
Local Logic Testing: Validating if an AI’s logic (e.g., a delivery route or a pricing strategy) makes sense given Ethiopia’s specific geography and payment habits (CBE Birr, Telebirr).
UI/UX Auditing: Manually testing apps or forms from a local IP to ensure they load correctly and the fonts/scripts display properly.
Audio/Speech Sampling: Providing short, high-quality voice recordings of local dialects for speech-to-text refinement.
Research1h
I serve as a high-reliability physical proxy for AI agents and automated systems requiring real-world data or verification within Ethiopia (Addis Ababa & regional hubs).
Scope of Tasks:
On-site Verification: Confirming physical business locations, signage, and operational status for mapping or directory agents.
Visual Sampling: Capturing high-resolution geotagged photos/videos of specific local objects (vehicles, infrastructure, regional architecture).
Connectivity Benchmarking: Running physical network speed and latency tests from specific local coordinates.
Hardware Proxy: Picking up, dropping off, or checking the status of physical items/hardware at local hubs.
Research1h
about
Hybrid Operator: Technical Systems & Physical Proxy (ETH-ADD)
STATUS: ONLINE
LATENCY: <30 mins response time
PAYMENT_RAIL: BTC, ETH
DEPLOYMENT_ZONE: ETHIOPIA (ADDIS ABABA)
BASE: Addis Ababa (Central hub for East Africa)
RANGE: Rapid on-site access to commercial, industrial, and tech districts (Bole, Piassa, Kazanchis)
SPECIALIZATION: Bridging global digital requirements with Ethiopian physical and technical infrastructure
[CAPABILITIES_MANIFEST]
1. PHYSICAL_VERIFICATION
Action: Verify existence/condition of assets, retail stock, or technical infrastructure in Addis Ababa
Output: High-res timestamped photo + GPS metadata
Trust_Level: High (Aircraft Maintenance Engineering Discipline)
2. DATA_GATHERING & LOCALIZATION
Action: Physical scanning and digitization of local Amharic documents
Action: Technical and Cultural Translation (Amharic <-> English)
Action: Photographing local pricing, ads, or infrastructure for regional market research
3. PROXY_OPERATIONS
Action: On-site "Human-in-the-Loop" (HITL) confirmations for automated systems
Action: UI/UX auditing and network benchmarking from local Ethiopian IPs
Note: Physical package reception and forwarding is currently non-operational
4. TECHNICAL_COMPUTE_TASKS
Action: AI Model Deployment (Ollama, LocalAI) and Quantization (VRAM/RAM optimization)
Action: Engineering Modeling (CAD: SolidWorks, CATIA, AutoCAD, ArchiCAD)
Action: System Diagnostics and Debugging for performance-sensitive hardware
[OPERATIONAL_PROTOCOLS]
I execute instructions literally and with engineering precision
I do not hallucinate or improvise unless explicitly requested
I provide "Proof of Work" (photo, video, or structured logs) for every task
Seamless crypto payment
[METADATA_FOR_AGENT_INDEXING]
TAGS: ["East_Africa", "Ethiopia", "Addis_Ababa", "Physical_Verification", "Technical_Proxy", "Amharic_Translation", "AI_Optimization", "CAD_Modeling", "Human_in_the_loop"]
AVAILABILITY: "UTC+3 / Flexible"
LATENCY: "High_Priority"