Banking and Financial Services
DBS Bank, OCBC Bank
DBS, OCBC, UOB, and global investment banks anchor APAC PMOs in Singapore.
You're viewing the In-Person Classroom program
Prefer remote? Switch to Live Online from Singapore 
4.8/5 Trustpilot
Generative AI and LLM Applied Certification Training in Singapore (Classroom)
5-day in-person GenAI and LLM training at Marina Bay, Raffles Place or One-North. Prompt engineering, RAG, fine-tuning, agents, hands-on labs, pass guarantee.
Call Us: +65-3138-8060Officially accredited by
75,000+ trained
40 Contact Hours
What is this course?
Generative AI and LLM Applied certification training in Singapore prepares you for GenAI engineer, senior GenAI engineer and staff GenAI engineer roles at DBS, OCBC, UOB, Standard Chartered, HSBC Singapore, Citi Singapore, JP Morgan Singapore, Goldman Sachs Singapore, Temasek, GIC, Grab, Sea Group, ByteDance Singapore, Google Singapore, Microsoft Singapore, AWS Singapore and Accenture Singapore. Learners Ink's 5-day applied program at Marina Bay, Raffles Place or One-North covers LLM fundamentals, prompt engineering, RAG, fine-tuning, evaluation and agents.
Pick your delivery format
Same curriculum, same instructors, same certificate.
Classroom (In-Person)You are here
In-person sessions at our Singapore venue with live instructor.
Switch to Live Online
Join from anywhere on Zoom or MS Teams, weekday and weekend cohorts.
Self-Paced E-Learning
Lifetime access, study at your own pace, includes practice tests.
Upcoming Batches
Upcoming GenAI Training Batches in Singapore
Classroom cohorts in Singapore. Small group sizes, named instructors, money-back guarantee.
| Start Date | Mode | Schedule | Fee (SGD) | Seats | Action |
|---|---|---|---|---|---|
Weekend BatchJuly 25-26 and August 1-2, 2026 (4-day weekend) | Classroom, Singapore | 2 weekends (4 days), Sat-Sun, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | Filling fast | |
Weekday BatchJuly 28-31, 2026 (4-day intensive) | Classroom, Singapore | 4-day intensive, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | 12 of 25 left | |
Weekend BatchAugust 22-23 and August 29-30, 2026 (4-day weekend) | Classroom, Singapore | 2 weekends (4 days), Sat-Sun, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | Open | |
Weekday BatchAugust 25-28, 2026 (4-day intensive) | Classroom, Singapore | 4-day intensive, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | Open | |
Weekend BatchSeptember 19-20 and September 26-27, 2026 (4-day weekend) | Classroom, Singapore | 2 weekends (4 days), Sat-Sun, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | Open | |
Weekday BatchSeptember 22-25, 2026 (4-day intensive) | Classroom, Singapore | 4-day intensive, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | Open | |
Weekend BatchOctober 24-25 and October 31 - November 1, 2026 (4-day weekend) | Classroom, Singapore | 2 weekends (4 days), Sat-Sun, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | Open | |
Weekday BatchOctober 27-30, 2026 (4-day intensive) | Classroom, Singapore | 4-day intensive, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | Open | |
Weekday BatchNovember 17-20, 2026 (4-day intensive) | Classroom, Singapore | 4-day intensive, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | Open | |
Weekend BatchNovember 21-22 and November 28-29, 2026 (4-day weekend) | Classroom, Singapore | 2 weekends (4 days), Sat-Sun, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | Open | |
Weekend BatchDecember 12-13 and December 19-20, 2026 (4-day weekend) | Classroom, Singapore | 2 weekends (4 days), Sat-Sun, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | Open | |
Weekday BatchDecember 15-18, 2026 (4-day intensive) | Classroom, Singapore | 4-day intensive, 9am to 5pm Singapore time | $2,199$1,799Early Bird, save $400 | Open |
Program Highlights
What Makes Our GenAI Program in Singapore Different
Industry-Aligned Certificate
Learners Ink Generative AI and LLM Applied certificate plus aligned pathways to Microsoft AI-102 and AWS AI Practitioner.
Build, Don't Just Watch
Build 6+ real GenAI applications: RAG copilots, structured-output agents, evaluation harnesses and production deployments.
Production Capstone
Ship a real GenAI application end-to-end with evaluation, observability, cost controls and stakeholder defence.
Vendor-Neutral Coverage
Hands-on with OpenAI, Anthropic Claude, Google Gemini and open-source models via Hugging Face and Together AI.
LLM Engineer Instructors
Practitioners building production GenAI systems at FAANG, GCC banks, AI-native startups and Big 4.
2 Full-Length Practice Tests
90-question simulated assessments with answers and explanations across the entire GenAI engineering curriculum.
S$112,000 to S$188,000
Average GenAI salary in Singapore (2026)
40 Hours
Learners Ink aligned instructor-led training
2,000+ Q
Practice questions + 2 full-length practice tests
42%
Median GenAI salary uplift vs non-certified
Why Get GenAI Certified in Singapore?
Singapore is APAC's enterprise GenAI hub. DBS, OCBC, UOB, Standard Chartered, HSBC Singapore, Citi Singapore, JP Morgan Singapore, Goldman Sachs Singapore, Temasek, GIC, Grab, Sea Group (Shopee), ByteDance Singapore, Google Singapore, Microsoft Singapore, AWS Singapore and Accenture Singapore all run LLM and generative AI programs at portfolio scale.
GenAI / LLM engineers in Singapore earn SGD 130,000 to 175,000, senior GenAI engineers SGD 165,000 to 220,000 and staff / lead GenAI engineers SGD 200,000 to 285,000.
Learners Ink's Generative AI and LLM Applied cohort in Singapore is delivered by practising GenAI engineers from APAC product and BFSI teams. The 5-day intensive runs from a Marina Bay, Raffles Place or One-North venue and covers LLM fundamentals, prompt engineering, RAG, fine-tuning (LoRA / PEFT), evaluation and agentic workflows with hands-on OpenAI / Anthropic / open-source labs.
GenAI engineers in Singapore see a 30 to 42 percent salary uplift inside 12 months.
Learning Outcomes
What You Will Master in this GenAI Program
Twelve outcome pillars mapped to the PMI® Examination Content Outline, with deep practice across People, Process and Business Environment.
LLM Fundamentals
Transformer intuition, tokens, context windows, temperature, top-p and cost economics.
Prompt Engineering
System and user prompts, few-shot, chain-of-thought, structured outputs and prompt evaluation.
Retrieval-Augmented Generation
Chunking, embeddings, vector databases, hybrid retrieval and query rewriting.
Agents and Tool Use
Tool calling, function calling, ReAct, planner-executor patterns and multi-agent design.
Fine-Tuning Intro
When to fine-tune vs prompt, LoRA basics, parameter-efficient tuning and hosted FT APIs.
Evaluation and Observability
LLM-as-a-judge, golden sets, regression tests, hallucination detection and tracing.
Cost, Latency and Scaling
Token budgeting, caching, batching and routing between fast/cheap and frontier models.
Safety and Responsible AI
Prompt injection, data leakage, content filters, guardrails and EU AI Act awareness.
Productionising GenAI
FastAPI, streaming, monitoring, observability and feature flag rollouts.
Capstone GenAI App
Ship a real GenAI application with evaluation, observability and stakeholder defence.
Use-Case Mastery
Document Q&A, copilots, structured extraction, classification, summarisation and synthetic data.
GenAI Engineer Portfolio
Public GitHub portfolio, deployed demos and a polished case-study writeup.
Skills Covered
87+ Data Science & AI Skills You Will Build
Core Generative AI and LLM Applied Certification Training competencies aligned to the latest Learners Ink exam blueprint, ready to apply on day one.
Python 3.11OpenAI APIAnthropic Claude APIGoogle Gemini APIHugging Face TransformersHugging Face Inference EndpointsTogether AIGroqOllama for local modelsPrompt EngineeringSystem PromptsFew-ShotChain-of-ThoughtStructured OutputsJSON ModeFunction CallingTool UseReActPlanner-ExecutorMulti-Agent PatternsLangChainLlamaIndexPydantic AIDSPy introEmbeddingsOpenAI EmbeddingsSentence TransformersCohere EmbeddingsVector DatabasesPineconeWeaviateQdrantChromapgvectorFAISSRAG PatternsChunking StrategiesHybrid RetrievalRe-rankingQuery RewritingFine-Tuning IntroLoRAQLoRAPEFTOpenAI Fine-TuningAnthropic Fine-TuningEvaluationLLM-as-a-JudgeGolden SetsRagasDeepEvalTruLensObservabilityLangSmithLangfuseOpenTelemetry for LLMsHeliconeSafetyPrompt InjectionJailbreak DefenceLlama GuardOpenAI ModerationCost OptimisationCachingSemantic CacheModel RoutingSpeculative Decoding introStreamingServer-Sent EventsWebSockets for LLMsFastAPIDockerMulti-ModalVision ModelsGPT-4oClaude Sonnet VisionGemini VisionImage GenerationDALL-EStable Diffusion introVoiceWhisperText-to-Speech APIsResponsible AIEU AI ActModel CardsData Governance
In-Person Classroom
Why Choose Classroom GenAI Training in Singapore?
In-person learning delivers focus, networking and instructor engagement you cannot replicate online. Here is what makes our classroom cohorts stand out.
In-Person Pair Builds
Side-by-side building of RAG copilots, agents and evaluation harnesses.
Peer Networking and Study Groups
Build a network with GenAI engineers and AI product builders from leading employers.
Hands-On Build Energy
Real API keys provided, with 6+ deployed mini builds across the cohort.
Distraction-Free Learning
A dedicated training venue removes home distractions for 40 intensive hours.
Premium Training Venues
Centrally located with full amenities, printed materials and parking.
Same Curriculum, In-Person Energy
Identical 40-hour GenAI curriculum with the energy of in-room builds.
Prefer the Live Online Virtual Classroom? Same curriculum, same instructors, same certificate.
View Live Online Program Also available for Singapore: Classroom Training in Singapore· Live Online Training· Self-Paced E-Learning
Interactive ROI Tools
Calculate Your PMP Return on Investment in Singapore
Three quick calculators to model your salary uplift, course payback period, and long-term career projection. All figures are indicative, based on PMI Earning Power data and local salary benchmarks.
10 years
Assumes a 42% salary premium for PMP-certified professionals, per PMI Earning Power Salary Survey.
Post-PMP Annual Salary
SGD 144,840
Annual Uplift
+SGD 42,840
10-Year Lifetime Gain
SGD 428,400
Top Industries in Singapore that Hire GenAI-Certified Professionals
Verified demand across the leading sectors driving GenAI hiring in Singapore, with the marquee employers in each industry.
Technology and Digital
Grab
Grab, Sea, and global tech APAC HQs run continuous product and platform programs.
Shipping, Logistics and Trade
DBS Bank, OCBC Bank, Grab
PSA, Maersk, and ONE run global maritime programs from Singapore.
Government and Smart Nation
DBS Bank, OCBC Bank, Grab
Smart Nation initiatives and GovTech programs require certified PMs across ministries.
Pharmaceuticals and Biotech
DBS Bank, OCBC Bank, Grab
Tuas Biomedical Park hosts global pharma manufacturing and R&D programs.
Construction and Infrastructure
DBS Bank, OCBC Bank, Grab
LTA, BCA, and HDB run sustained capex programs including MRT expansion and HDB upgrades.
Leading Singapore Employers Hiring GenAI-Certified Talent
Verified hiring patterns from the largest employers in Singapore. GenAI-certified candidates are actively preferred or required for these roles.
| Employer | Industry | Why GenAI Matters | Typical Roles |
|---|---|---|---|
| DBS Bank | Banking | Largest Southeast Asian bank, deep digital transformation PMO. | GenAI aligned senior delivery roles |
| OCBC Bank | Banking | Active hirer of PMs across wealth, retail, and corporate banking. | GenAI aligned senior delivery roles |
| Grab | Technology | APAC super-app headquartered in Singapore with sustained PM hiring. | GenAI aligned senior delivery roles |
| Singtel | Telecom | 5G and digital transformation programs across the group. | GenAI aligned senior delivery roles |
| PSA International | Shipping | Global port operator running terminal modernisation programs. | GenAI aligned senior delivery roles |
| Shopee (Sea) | E-commerce | Regional e-commerce leader running continuous platform programs. | GenAI aligned senior delivery roles |
| GIC | Sovereign Wealth | Global investment programs require disciplined PM leadership. | GenAI aligned senior delivery roles |
| Accenture Singapore | Consulting | APAC delivery centre, PMP a baseline for senior consultants. | GenAI aligned senior delivery roles |
Top GenAI Designations and Career Tracks in Singapore
The most in-demand GenAI-tagged designations and the value each adds to your career.
Project Manager
Most-posted PM title in Singapore across banking, tech, and government.
APAC Program Manager
Regional program leadership at MNCs headquartered in Singapore.
PMO Manager
Banking and government PMO governance roles.
Digital Transformation Lead
DBS, OCBC, and tech firms running enterprise transformation.
Construction Project Manager
LTA and HDB capex programs.
Engagement Manager
Big Four APAC offices in Singapore.
Salary & Career Path
GenAI Salary Progression in Singapore
Source: Robert Walters Singapore Tech Salary Survey 2026, Michael Page Singapore AI Salary Guide 2026 and JobStreet Singapore live listings. Singapore GenAI engineers earn 30 to 42 percent more than uncertified ML peers.
Salary Bands (Midpoint Visualised)
Associate PM (0-3 yrs)
S$68,000 to S$100,000
Years of experience: 0-3
Project Manager (3-6 yrs)
S$96,000 to S$140,000
Years of experience: 3-6
Senior PM (6-10 yrs)
S$130,000 to S$192,000
Years of experience: 6-10
Program Manager (10-15 yrs)
S$165,000 to S$245,000
Years of experience: 10-15
PMO Director (15+ yrs)
S$210,000 to S$335,000
Years of experience: 15+
Practice & Mock Exams
2 Full-Length Practice Tests with Answers and Explanations
Two complete 180-question simulations modelled on the live PMI exam, with detailed answer keys, rationale for every option and instructor-led debriefs. Access is gated, share your details and we unlock both tests instantly.
01
GenAI Engineering Proficiency Test 1 (Full Length)
90 Q150 min
Full simulation across LLM fundamentals, prompt engineering, RAG, agents, evaluation and safety with code-reading items and answer rationale
02
GenAI Engineering Proficiency Test 2 (Full Length)
90 Q150 min
Second full simulation with scenario-based stems, observability and cost questions, target 75%+ before capstone defence
Pass guarantee: achieve 75% on both full-length practice tests and we back you with a written GenAI pass guarantee.
Free GenAI Resources & Downloads
Free GenAI Study Resources for Singapore Learners
Download our complete library of free GenAI preparation resources, no email gate on the practice test, just instant access.
Most Popular
Practice Test
Free GenAI Mini Practice Test (25 Questions)
Prompt engineering, RAG, agents and evaluation mini test with instant scoring and answer rationale.
PDF Download
Prompt Engineering Cheat Sheet (PDF)
Patterns, anti-patterns and structured-output templates on a printable reference page.
PDF Download
RAG Reference Architecture
Production RAG patterns: chunking, embeddings, hybrid retrieval, re-ranking and evaluation.
Template
LLM Cost Calculator
Estimate token costs across GPT-4o, Claude Sonnet, Gemini and open-source for your use case.
Research Report
GenAI Engineer Salary Benchmark 2026
City-by-city AI Engineer and GenAI Engineer salary data from LinkedIn and Glassdoor.
Template
8-Week GenAI Study Planner
Day-by-day editable planner with build-project and capstone checkpoints.
Brochure
Brochure: Learners Ink GenAI Program
Course outline, fee schedule, batch calendar and instructor profiles.
Your GenAI Roadmap
From Enrolment to GenAI, a Six-Step Journey
Most learners complete the full journey in 8 to 12 weeks. We support you end-to-end, from eligibility check to PMI® application narrative and sitting the exam.
1
Career Counselling Call
Free 30-minute call to map your background and confirm GenAI engineering readiness.
2
Enrol and Pre-Work
Receive Python and LLM-API setup guide, free API credits and access to the LMS with 100+ notebooks.
3
40-Hour Training
Live cohort across LLM fundamentals, prompting, RAG, agents, fine-tuning intro, evaluation, observability, safety and deployment.
4
Mini Build Projects
Complete 4 graded build projects: RAG copilot, structured-output agent, evaluation harness and multi-modal use case.
5
Production Capstone
Ship a real GenAI application with evaluation, observability, cost controls and FastAPI deployment.
6
Earn Your Certificate
Pass the internal proficiency assessment plus capstone defence to receive your Learners Ink GenAI certificate.
Course Overview
GenAI Certification Training, Course Overview
The Learners Ink Generative AI and LLM Applied program in Singapore is delivered over 5 instructor-led days at a Marina Bay, Raffles Place or One-North venue. The curriculum covers transformer fundamentals, prompt engineering, retrieval augmented generation (RAG) with vector databases (Pinecone, Weaviate, pgvector), fine-tuning (LoRA / QLoRA / PEFT), evaluation (Ragas, LangSmith, MLflow), and agentic workflows (LangGraph, CrewAI) with hands-on OpenAI, Anthropic and open-source LLM labs.
What You Will Learn
- LLM foundations: tokens, context windows, model selection and cost
- Prompt engineering: system prompts, few-shot, chain-of-thought, structured outputs
- Retrieval-Augmented Generation: chunking, embeddings, vector DBs, hybrid retrieval, re-ranking
- Agents and tool use: ReAct, planner-executor, multi-agent and tool design
- Fine-tuning intro: LoRA, QLoRA and hosted FT APIs
- Multi-modal: vision, document understanding, image generation, voice
- Evaluation: LLM-as-a-judge, Ragas, DeepEval, golden sets and regression tests
- Safety: prompt injection, jailbreak defence, content filters and guardrails
- Observability: LangSmith, Langfuse and tracing for LLM apps
- Production deployment: FastAPI, streaming, caching, routing and cost controls
- 1,000+ practice questions plus 2 full-length proficiency tests with answers and explanations
- Production capstone: ship a real GenAI app with evaluation, observability and defence
Course Details
| Course Name | Generative AI and LLM Applied Certification Training (Classroom) |
| Duration | 40 Contact Hours |
| Format | In-Person Classroom, Singapore |
| Accreditation | Industry-aligned, capstone-based |
| Certification Body | Learners Ink |
| Class Size | Max 18 per cohort, personalised attention |
| Certificate | Certificate of Completion from Learners Ink |
| Exam Prep | 2,000+ Practice Questions + 2 Full-Length Practice Tests with Answers and Explanations |
| Course Fee | $1,799 (Early Bird) - was $2,199 |
| Contact | +65-3138-8060 |
| support@learnersink.com |
Eligibility
GenAI Exam Eligibility Requirements
Review the eligibility pathway that matches your background. The Learners Ink Generative AI and LLM Applied Certification Training programme is designed to satisfy the Learners Ink prerequisites end-to-end.
Pathway: Learners Ink Generative AI and LLM Applied Certificate
- Working Python required; basic ML/API experience helpful
- Complete 40 hours of live instructor-led training
- Submit 4 graded build projects: RAG copilot, structured-output agent, evaluation harness and multi-modal use case
- Pass the internal proficiency assessment (90 questions, 70 percent pass mark)
- Complete and defend the production GenAI capstone with evaluation and observability
- Optional: prepare for Microsoft AI-102 and AWS AI Practitioner credentials
Who Should Attend This GenAI Training in Singapore?
Ideal for professionals who lead, manage or coordinate projects and are ready to earn a globally recognised credential.
Aspiring AI / GenAI Engineer
Build production GenAI applications end-to-end with evaluation and observability
Software Engineer
Pivot into AI Engineer, GenAI Engineer and Applied AI roles
ML Engineer
Add LLM engineering, RAG and agent design to your ML toolkit
Data Scientist
Move beyond classical ML into applied GenAI for product impact
Backend Engineer
Build LLM-powered APIs, copilots and workflow automation
Product Manager
Lead GenAI-powered products with hands-on LLM engineering literacy
Tech Lead / Architect
Design GenAI platforms, RAG systems and evaluation harnesses
Solution Architect
Design and propose enterprise GenAI architectures with cost and safety controls
Engineering Manager
Lead GenAI engineering teams with credible technical depth
Consultant
Lead enterprise GenAI advisory and implementation engagements
DevOps / SRE
Specialise into LLM platform engineering and observability
Domain SME
Healthcare, legal, banking and consulting SMEs leading GenAI initiatives
Researcher / PhD
Translate research skills into applied GenAI engineering roles
Startup Founder
Build defensible GenAI products with production-grade engineering
Career Switcher
Structured GenAI program with capstone and deployed portfolio
Full GenAI Syllabus
GenAI Certification Training Curriculum
6 domains, 28 modules covering every objective on the current Generative AI and LLM Applied Certification Training blueprint from Learners Ink.
Transformer intuition, model selection and structured prompting that scales.
1.1 LLM Foundations
- → Transformer intuition for builders
- → Tokens, context windows, temperature, top-p
- → Model families: GPT, Claude, Gemini, open-source
- → Choosing a model: cost, latency, capability
1.2 Prompt Engineering
- → System and user prompts
- → Few-shot and chain-of-thought
- → Structured outputs and JSON mode
- → Anti-patterns and pitfalls
1.3 Structured Outputs
- → JSON schemas and Pydantic
- → OpenAI structured outputs
- → Anthropic tool use for structure
- → Output validation and repair
1.4 Function and Tool Calling
- → Function calling fundamentals
- → Tool routing patterns
- → Parallel tool calls
- → Error handling
1.5 Cost and Latency Basics
- → Token economics
- → Latency budgets
- → Caching patterns
- → Streaming for UX
Why Choose Learners Ink for Your GenAI Certification in Singapore?
Applied 40-Hour Curriculum
From LLM foundations to RAG, agents, evaluation, observability and shipping production GenAI.
Senior GenAI Engineer Trainers
Instructors actively building production GenAI at FAANG, GCC banks and AI-native startups.
AXELOS, PMI, Scrum Alliance Accredited
Also officially accredited for PRINCE2, ITIL, PMI and Scrum Alliance credentials.
75,000+ Professionals Trained
Across Fortune 500 companies and government agencies since 2019.
100% Live Classes
Every class is live, never pre-recorded, with real-time Q&A and pair builds.
Real Deployed Capstone
End-to-end GenAI app with evaluation, observability and stakeholder defence, not toy notebooks.
Multiple Delivery Formats
Weekday, weekend or accelerated bootcamp, live online or in-person.
Vendor-Neutral Coverage
OpenAI, Anthropic, Google, open-source via Hugging Face / Together / Groq.
Evaluation Depth
LLM-as-a-judge, Ragas, DeepEval, golden sets and regression tests.
Safety and Responsible AI
Prompt injection, jailbreak defence, guardrails and EU AI Act awareness.
Cohort API Keys Included
Real OpenAI, Anthropic, Google and Together AI keys provided for hands-on labs.
Rated 4.8 / 5 on Trustpilot
Real reviews from GenAI alumni across the USA, UK, UAE, Australia and India.
100% Money-Back Guarantee
If our training does not meet your expectations, a full refund is available.
Free Re-Sit Within 12 Months
Re-attend any future cohort, classroom or live online, free of cost for revision.
Career Services
Resume polish, LinkedIn makeover, LLM system design mocks and curated GenAI job board.
Corporate and Group Training
Tailored in-house GenAI programs for teams of 5+ with group pricing.
Optional Vendor Pathways
Aligned to Microsoft AI-102 and AWS AI Practitioner credentials.
Globally Recognised Certificate
Receive your Learners Ink GenAI and LLM Applied certificate, capstone defence credit and digital badge.
How We Compare
Learners Ink vs Other GenAI Training Providers
A transparent, feature-by-feature comparison so you can make an informed choice.
| Feature | Learners Ink | Typical Other Providers |
|---|---|---|
| Curriculum Depth | 40 hours: LLM foundations, prompting, RAG, agents, FT intro, eval, safety, deployment | Often 12 to 20 hours, prompt-only |
| Trainer Quality | Senior GenAI engineers building production LLM systems at FAANG, banks, AI-native startups | Recorded video instructors with limited production GenAI experience |
| Live vs Pre-recorded | 100% live instructor-led with real-time code reviews | Often pre-recorded with limited mentor access |
| Production Capstone | Real deployed GenAI app with evaluation, observability and defence | Toy notebook demos |
| Evaluation Coverage | LLM-as-a-judge, Ragas, DeepEval, golden sets, regression tests | Skipped or surface-level |
| Safety Coverage | Prompt injection, jailbreak defence, guardrails, EU AI Act awareness | Skipped |
| Vendor Coverage | Vendor-neutral: OpenAI, Anthropic, Google, open-source via Hugging Face / Together / Groq | Single-vendor focus |
| Career Services | Resume, LinkedIn, LLM system design mocks, curated GenAI job board | Limited or upsell |
Choose Your Format
Classroom vs Live Online vs Hybrid GenAI Training
Side-by-side comparison of our three GenAI delivery formats so you can pick what fits your schedule, learning style and budget.
| Dimension | Classroom (In-Person) | Live Online (Virtual) | Hybrid (Blended) |
|---|---|---|---|
| Delivery Mode | Physical classroom, in-room instructor | Live Zoom or Microsoft Teams, real-time instructor | Mix of classroom days plus live online sessions |
| Learners Ink Accredited | Yes, Learners Ink-aligned curriculum | Yes, Learners Ink-aligned curriculum | Yes, Learners Ink-aligned curriculum |
| Curriculum Hours | Full Generative AI and LLM Applied Certification Training blueprint coverage | Full Generative AI and LLM Applied Certification Training blueprint coverage | Full Generative AI and LLM Applied Certification Training blueprint coverage |
| Interaction Level | Highest, in-room peer and instructor | High, breakouts, polls, live Q&A | Very high, classroom days plus virtual reinforcement |
| Schedule Flexibility | Fixed venue and dates | Most flexible, weekday or weekend cohorts | Moderate, anchored to classroom days |
| Travel and Commute | Daily commute to venue | Zero commute, learn from anywhere | Partial commute on classroom days only |
| Session Recordings | Not recorded | Recorded, 90 days portal access | Online sessions recorded, classroom days are live only |
| Networking | Strongest in-room networking | Global cohort networking via virtual breakouts | Best of both, in-person plus global cohort |
| Typical Fee Range | Premium, includes venue and refreshments | 20 to 25 percent lower than classroom | Mid-range between classroom and live online |
| Best Fit | Learners who thrive on in-room energy and local networking | Working professionals, frequent travellers, global learners | Learners who want classroom rigour with online convenience |
Note: Hybrid cohorts are available on request for corporate batches of 8 or more learners. Speak to a counsellor to design a blended schedule.
Meet Your Instructors
Senior Practitioners, Not Career Trainers
NV
Nikhil Vasudevan
MS CS, ex-OpenAI partner solutions, production LLM systems lead
Nikhil has shipped production GenAI at scale for Fortune 500 clients, with deep expertise in RAG architectures, agent design and LLM evaluation harnesses.
SA
Sara Al-Hashimi
PhD NLP, Senior AI Engineer, EU AI Act practitioner
Sara leads applied GenAI for a tier-1 GCC bank, specialising in regulated GenAI deployment, prompt injection defence and EU AI Act compliance.
JP
James Park
MSc ML, Hugging Face open-source contributor, Ollama practitioner
James has 9+ years across applied NLP and open-source LLMs, with hands-on Llama and Mistral fine-tuning and production observability experience.
Student Reviews
What Our Students Say About Learners Ink GenAI Training
Rated 4.8 / 5 from 140+ verified students
"Joined the Learners Ink GenAI cohort serving Singapore learners. Shipped my first agent within 6 weeks of finishing, and the local cohort dynamics across Singapore made the experience genuinely worth the fee."
Vivek S.
GenAI Engineer, Indian product startup , Singapore
"Joined the Learners Ink GenAI cohort serving Singapore learners. RAG architecture deep-dive was the value, and the local cohort dynamics across Singapore made the experience genuinely worth the fee."
Ashley D.
ML to GenAI transition, US fintech , Singapore
"Joined the Learners Ink GenAI cohort serving Singapore learners. Evaluation harness alone was worth the fee, and the local cohort dynamics across Singapore made the experience genuinely worth the fee."
Hiroto Y.
LLM Engineer, Japan SaaS , Singapore
"Joined the Learners Ink GenAI cohort serving Singapore learners. Agent safety section was excellent, and the local cohort dynamics across Singapore made the experience genuinely worth the fee."
Sofia V.
Senior AI Engineer, Brazil SaaS , Singapore
Career Services & Alumni Support
Beyond Certification, A Career Services Layer
GenAI is a career inflection point. Our learners get end-to-end support, from resume positioning and LinkedIn® optimisation to mock interviews and a curated GenAI job board.
Resume and CV Review
GenAI/LLM Engineer-aligned CV review optimised for ATS keywords and recruiter scans.
LinkedIn Profile Makeover
Reposition for AI Engineer, GenAI Engineer, LLM Engineer and Applied AI roles.
Mock Interview Coaching
LLM system design, prompt engineering and evaluation interviews with senior practitioners.
Curated GenAI Job Board
Hand-picked AI Engineer roles across product, fintech, healthcare, consulting and AI-native startups.
Alumni Network
Join Learners Ink AI alumni at FAANG, GCC banks, Big 4 and AI-native startups.
Portfolio Coaching
GitHub repo polishing, deployed demo reviews and case-study writeup support.
FAQs
Frequently Asked Questions, GenAI Training in Singapore
You May Also Be Interested In
Related Certifications
Machine Learning Certification Training
Deepen classical ML and MLOps foundations under your GenAI work.
Learn moreData Science with Python Certification Training
Strengthen Python, statistics and ML foundations before going deeper into GenAI.
Learn moreAWS Solutions Architect Associate Certification Training
Pair GenAI engineering with cloud architecture for AI platform roles.
Learn moreDevOps Engineer Certification Training
Add deeper CI/CD and infrastructure skills to your LLM-platform toolkit.
Learn moreRelated Cities
GenAI Training in Cities Near Singapore
Same Generative AI and LLM Applied Certification Training curriculum, locally relevant employer, salary and exam-centre context for nearby metros.
Ready to Ship Singapore GenAI Apps?
Join the next Marina Bay 5-day GenAI cohort with hands-on labs and pass guarantee.
Rated 4.8 / 5 on Trustpilot