3MJGH Data Marketplace v2.1.8 | Seekers, Employers & Mentors Platform

Tri-Directional Talent & Employers Engine

Empowering Job Seekers, Mobilizing Employers & Industry Mentors

3MJGH bridges candidates with employers and experts. Upload your CV for AI matching, discover high-velocity vetted talent for your enterprise, or guide Africa’s top emerging tech leaders.

For Job Seekers

Upload CV & Match →

Chunkr v2.1.8 AI Profiling

For Employers

Find Vetted Talent →

Sub-millisecond query

For Mentors

Guide & Vet Talent →

Validate candidate scores

Active Candidates

14,892+

Verified Mentors

412 Advisors

AI Match Accuracy

98.4%

Three Pillars of Growth

Built for Seekers, Employers & Mentors

A synchronized marketplace where candidates build verified track records, employers secure top talent, and experts mentor the next generation.

01. For Job Seekers

Transform Your Profile Into a High-Value Asset

Chunkr v2.1.8 parses your resume in real time. Get matched to global opportunities, build an anonymized vetting score, and receive expert feedback from industry mentors.

Automated AI Skill Extract
Direct Exposure to Global Employers
1-on-1 Advisory Sessions

Upload Your CV / Resume →

02. For Employers & Employers

Sub-Millisecond Talent Discovery & Risk Mitigation

Search anonymized candidate assets across Quant Finance, Healthcare, AI, and Smart Contracts with pre-calculated risk profiles and mentor endorsements.

Sub-millisecond Compound Indexing
Tiered Access Gating (Free/Enterprise)
Anonymized PII Unlocking

Access Talent Engine →

03. For Mentors & Advisors

Forge & Vet Africa’s Next Tech Leaders

Review candidate profiles, conduct mock technical interviews, validate AI vetting scores, and earn advisory reputation and ecosystem yield.

Validate Chunkr AI Scores
Issue Verified Endorsements
Advisory Session Scheduling

Apply to Become a Mentor →

4-Step Ecosystem Lifecycle

How The Marketplace Operates

Connecting job seekers, mentors, and employers in four steps.

Step 01

1. Upload CV

Seekers upload PDF/Word resumes into the Chunkr v2.1.8 high-speed parser.

Step 02

2. AI Profiling

Automated extraction calculates risk scores and matches candidates to sector domains.

Step 03

3. Mentor Review

Verified mentors review candidate portfolios, conduct interviews, and boost vetting scores.

Step 04

4. Direct Employers Hire

Employers query candidate assets and decrypt PII for direct recruitment.

Interactive Platform Engine

Multi-Role Live Workspaces

Dr. Kwame Acheampong

Quant Risk Architect • Verified

Profile Vetting Index: 96 / 100

Mentor Endorsements: 3 Verified Badges

Chunkr Status: Ingested v2.1.8

Update CV Document

AI Matched Opportunities (FeedBoard)

Lead Algorithmic Trader

Apex Partners • Accra / Remote

98% Match $140k – $180k USD

Senior Quantitative Risk Lead

Pan-African Reserve Engine • Kumasi / Hybrid

94% Match $120k – $150k USD

Institutional Talent Search Engine v2.1.8 Query Active

Filter anonymized candidate profiles with Chunkr AI risk scores and mentor endorsements.

Asset ID / Hash	Sector Focus	Vetting Score	Mentor Endorsement
#3M-8891-GH	Finance & Quant	96 / 100	3 Verified Badges
#3M-4412-AC	AI & RAG Engineering	94 / 100	2 Verified Badges
#3M-9021-KS	Smart Contracts & Solana	92 / 100	4 Verified Badges

chunkr_parser_v2.1.8.py Python / FastAPI / RAG Engine

import fastapi
from typing import List, Dict, Any

app = fastapi.FastAPI(title="3MJGH Chunkr Parser Engine", version="2.1.8")

@app.post("/api/v2/ingest-cv")
async def ingest_candidate_resume(file_payload: Dict[str, Any]) -> Dict[str, Any]:
    """
    Parses incoming CV assets, extracts skills, and calculates risk & vetting indices.
    """
    extracted_skills = extract_vector_features(file_payload.get("raw_text"))
    vetting_score = calculate_risk_index(extracted_skills)
    
    return {
        "status": "success",
        "asset_hash": generate_secure_hash(),
        "vetting_index": vetting_score,
        "indexed_skills": extracted_skills
    }