immanuel-gabriel
@immanuel-gabriel
Immanuel Muyetuli Gabriel
Founder of FreshContext · Context integrity for AI agents and RAG
About
I build FreshContext, a context-integrity layer that evaluates candidate information before it reaches an AI agent or RAG workflow. The current public implementation exposes evalua... Show more
Top Skills
typescript
•
html
•
JSON
Experience
work
Shift Supervisor
Tsudhi (APS Contractor)
Sep 2024 - Jun 2025Acting Shift Chemist (promoted from Lab Assistant)
APS / Intertek, Tschudi Copper Mine (Consolidated Copper Corp) |
Tsumeb, Namibia
Sep 2024 – Jun 2025– Promoted from Lab Assistant to Acting Shift Chemist within 3 months — supervising the shift team and
ensuring lab operations were carried out efficiently, accurately, and safely (per APS reference letter, Mrs.
Deseree Louw, June 2025)– Operated atomic spectroscopy instrumentation (ICP-OES, AAS) and X-ray fluorescence (XRF) for daily multi
element characterisation of ore, concentrate, and process samples — applied physics in industrial practice– Coordinated 3–5 lab personnel per shift on 12-hour day/night FIFO rotation, supporting a copper concentrator
processing 10,000+ tonnes/month– Managed sample preparation workflows: jaw crushing, pulverising, particle size analysis, and pellet pressing
— materials sample preparation directly relevant to characterisation and reliability data integrity– Operated LIMS LabWare for sample registration, QA/QC verification, and shift reporting; produced technical
documentation and shift handovers for processing engineers and mine management– Maintained zero safety incidents across the 9-month tenure through HIRA, lockout/tagout discipline, and OHS
enforcement on a remote mining site
Education
school
Namibia University Science Technology
Bachelor's of science Degree Majoring in Physics and Minoring in Chemistry, Applied Physics, Chemisty, Mathematics
2019 - 2023Bachelor of Science (BSc) — Physics (Major), Mathematics
(Minor), Chemistry (Minor)
Namibia University of Science and Technology (NUST) | Windhoek,
Namibia
2019 – 2022
Physics core: Quantum Physics, Solid State Physics, Modern Physics, Mathematical Methods in Physics (Merit,
71%), Electricity & Magnetism (Merit, 71%), Thermal Physics, Electrical Circuits & Electronics, Geophysics,
Biomedical Physics, Energy & Environment
Mathematics: Calculus 1 & 2, Linear Algebra 1 & 2, Ordinary Differential Equations, Mathematical Structures,
Sets/Algebra/Trigonometry, Applied Statistics
Chemistry: Analytical Principles & Practice, Organic Chemistry, Inorganic Chemistry, Physical Chemistry,
General Chemistry 1A/1B
Distinction: Work Integrated Learning (78%, B.Science) — industrial placement assessed at distinction level
Projects
code
Language & Tools
Typescript
html
html
Currently Exploring
Python
JSON
CSS
JSON
CSS
Achievements
Building FreshContext and its public context-integrity implementation.
Fun Fact
Cats
Random Dev Quote
The Boring Part is what makes the Fun Part Fun
Contributions
Comments
- Definitely something I should get into, this was an awesome breakdown.Sep 25, 2026
- @[jacksparrow] Exactly — that’s the boundary I’m trying to make ...Sep 25, 2026
- @[Mehadi Hasan] Good question, and the honest answer is the one I'd ra...Jun 21, 2026
- @[peponder] You've put your finger on the exact line I'm trying to wal...Jun 21, 2026
- This is honestly pretty clean, love the concept as well, since the tal...Jun 20, 2026
Articles
Discussions
chevron_left