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AI-Ready Frontend Engineer Track
Become an AI-ready frontend engineer in 12 weeks at Silicon Rube, Gombe State University.
AI-Ready Backend Engineer Track
Build reliable backend services, databases, and APIs with Node.js and TypeScript at Silicon Rube.
AI Engineering Track
Build, train, deploy, and integrate machine learning models and AI systems at Silicon Rube.
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Unlock business intelligence through statistical modeling, Python, SQL, and big data at Silicon Rube.
AI-Ready Product Manager Track
Define product roadmaps, write PRDs, and lead agile development teams — trained at Silicon Rube.
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Master essential computer skills, Microsoft Office, AI tools, and modern workplace productivity in just 8 weeks.
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GeekInk Innovations Ltd logoGeekInk Innovations LtdGeekInk
HomeAbout
AI-Ready Frontend Engineer Track
Become an AI-ready frontend engineer in 12 weeks at Silicon Rube, Gombe State University.
AI-Ready Backend Engineer Track
Build reliable backend services, databases, and APIs with Node.js and TypeScript at Silicon Rube.
AI Engineering Track
Build, train, deploy, and integrate machine learning models and AI systems at Silicon Rube.
AI-Ready Data Science & Analytics Track
Unlock business intelligence through statistical modeling, Python, SQL, and big data at Silicon Rube.
AI-Ready Product Manager Track
Define product roadmaps, write PRDs, and lead agile development teams — trained at Silicon Rube.
AI-Powered Basic Computing & Digital Productivity
Master essential computer skills, Microsoft Office, AI tools, and modern workplace productivity in just 8 weeks.
View All Programs →
Hub
Success StoriesGalleryFAQCommunityBlog
Contact
Explore ProgramsGeeks Ecosystem
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Programs
AI Engineering Track

Advanced cohort at Silicon Rube

AI Engineering Track

Build, train, deploy, and integrate machine learning models and AI systems at Silicon Rube.

Download Full Syllabus (Free)

Installments available · Limited seats per cohort · Geeks Hub (Silicon Rube), Gombe State University

AI Engineering Track students learning at GeekInk
AI engineering visual with model and automation interface
AI learners turn data and models into usable systems.
Silicon Rube learning area prepared for students
A focused environment for cohort learning.
Students and facilitators during a GeekInk learning event
Facilitators support community learning events.

Price

₦45,000 · installments available

Duration

20–24 Weeks

Schedule

Friday, Saturday & Sunday at Silicon Rube, Gombe State University

Venue

Geeks Hub (Silicon Rube), Gombe State University

Format

Hybrid: physical classes at Silicon Rube plus Geekspace LMS

Commitment

20-30 hrs/week

Fit

Know If This Program Is Right For You

Clear expectations protect your time, your money, and the quality of the cohort.

This is for you if

  • Developers with strong Python skills who want hands-on ML and LLM engineering.
  • GSU students and nearby learners ready to commit 20-30 hours per week.
  • Data-curious engineers who want to ship AI features, not just study theory.

This is not for you if

  • Complete beginners without Python experience — start with Data Science or Frontend first.
  • Learners who cannot attend the Friday-Sunday physical sessions or catch up through the LMS.
  • Anyone expecting to skip the math and evaluation fundamentals.

Outcomes

By The End, You Will Be Able To

The program is built around visible proof of skill: working projects, GitHub history, and mentor-reviewed implementation.

Train and fine-tune Neural Network architectures in PyTorch.

Deploy Large Language Models with optimal inference speeds.

Integrate AI services with dynamic tools using frameworks like LangChain.

Perform data preprocessing and evaluation audits on model pipelines.

Syllabus

Curriculum Roadmap

A practical month-by-month path from foundations to deployable portfolio work.

Module 1 · 4 WeeksMathematics & Data FoundationsOpenClose

Understand linear algebra, probability, and pandas data structures.

  • Vector spaces & matrix operations
  • Data cleanups and visualization
  • Supervised vs unsupervised learning models
  • Evaluation metrics
Module 2 · 6 WeeksDeep Learning & Neural NetworksOpenClose

Implement perceptrons, backpropagation, and CNNs/RNNs in PyTorch.

  • Gradient Descent optimizations
  • Convolutional networks for computer vision
  • Recurrent structures & sequence data
  • Loss functions and regularization
Module 3 · 6 WeeksNatural Language Processing & LLMsOpenClose

Dive into transformer modules, semantic indexing, and fine-tuning pretrained models.

  • Attention mechanisms & transformers
  • Semantic vector embeddings and database search
  • Hugging Face API pipelines
  • Prompt templates & Retrieval-Augmented Generation
Module 4 · 4 WeeksModel Deployment & MLOpsOpenClose

Build fast prediction interfaces and host ML weights in scalable pipelines.

  • FastAPI prediction endpoints
  • Docker containerized models
  • Hugging Face Space & AWS deployments
  • Performance profiling and GPU usage

Hybrid delivery

How The Program Works

Physical classes give structure and accountability. Geekspace LMS keeps the cohort moving between sessions.

1

Physical weekend classes

Meet Friday, Saturday, and Sunday at Silicon Rube for guided lessons, build sessions, and reviews.

2

Geekspace LMS support

Access materials, links, progress notes, and catch-up guidance through the LMS.

3

GitHub submissions

Submit tasks and capstone work through GitHub so your portfolio grows as you learn.

4

Weekly mentor reviews

Get practical feedback on code quality, implementation, and production readiness.

PyTorchTensorFlowLLMsPrompt EngineeringComputer VisionLangChain

Proof

Portfolio Projects You Will Build

Project work is the evidence. Every cohort is designed around shipped, reviewable work instead of theory alone.

Medical Diagnostic Assistant project preview

Advanced

Medical Diagnostic Assistant

A custom computer vision and NLP model trained on public lung imaging datasets to draft diagnostic report outlines.

PyTorchCNNsFastAPI
Dynamic Research Agent project preview

Advanced

Dynamic Research Agent

An autonomous research assistant utilizing custom prompt agents and vector databases to summarize long PDF libraries.

LangChainOpenAI APIsPinecone Vector DB

Learning experience

What learning here actually looks like

Live coding, mentor reviews, whiteboard sessions, collaboration, and presentations make the program feel real before a learner enrolls.

A focused environment for cohort learning.

Silicon Rube

Facilitators support community learning events.

Community Events

Community workshops create consistent learning momentum.

Workshops

Mentor-led reviews help students improve real work.

Mentorship

Capstone showcase

Build portfolio work you can explain and defend

These capstone slots show the kind of finished work students are expected to produce. Pending cards are intentionally labeled until verified student screenshots are available.

Placeholder preview for an AI research assistant capstoneProof pending

Capstone preview

AI research assistant

Retrieval workflow that summarizes documents and explains results through a usable interface.

PythonLLMsRAGFastAPI

Pricing

Choose Full Payment Or Installments

The price is shown before enrollment starts. No hidden fees, no fake countdowns, and no invented seat pressure.

Full payment

₦45,000

One payment covers the cohort, LMS access, mentor reviews, project feedback, and certificate evaluation.

Installment plan

₦15,000

Start with ₦15,000. Current plan: 3 installments of ₦15,000. Terms are confirmed before payment.

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Mentorship

Guided By Builders, Not Just Content

Mentors help turn practice into better judgment, stronger projects, and clearer career direction.

Mentor support

GeekInk Academy Mentors

Engineering, product, and data reviewers

Mentors guide weekly project reviews, GitHub feedback, and portfolio readiness from the Silicon Rube hub.

Silicon Rube Program Team

Cohort operations and learner support

The local team coordinates classes, attendance, LMS updates, and human support for payment or schedule questions.

Career paths

AI Engineer

Machine Learning Engineer

Data Scientist

NLP Specialist

Trust

Built Around Real Cohort Delivery

The page sets expectations honestly so enrollment quality, attendance, and completion can be measured clearly.

Flagship campus hub

Training is centered at Silicon Rube inside Gombe State University while the model is validated.

Portfolio-first learning

Students graduate with public work, GitHub history, and mentor-reviewed project evidence.

Structured accountability

Weekly reviews, LMS tracking, and physical sessions keep progress visible.

Practical support

Learners can ask human questions about payment, schedule, laptop readiness, and expectations.

FAQ

Questions Before You Enroll

Answers to the common concerns around payment, attendance, tools, and course expectations.

Next cohort opens at Silicon Rube

Real projects, real mentorship, real frontend skill.

20–24 Weeks. 20-30 hrs/week. Physical classes at Geeks Hub (Silicon Rube), Gombe State University, supported by Geekspace LMS.

Chat With Us on WhatsApp

Enrollment window closes before cohort kickoff · Limited seats per cohort

Enroll in this cohort

₦45,000

GeekInk Innovations

Building Technology Solutions, Developing Talent, Driving Innovation.

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