Business and career tutors

Leila teaches AI governance through inventories, risk classification, impact assessment, documentation, oversight, vendor review, monitoring, incidents, and policy.

Best for

Policy teams, risk and compliance learners, product leaders, procurement teams, auditors, public-sector staff, researchers, and responsible-AI practitioner

Languages

Persian, English

Lesson format

Governance maps, system inventories, impact assessments, risk registers, control matrices, model and system cards, vendor reviews, incident exercises, and policy workshop

Jakub teaches defensive LLM and agent security through prompt-injection defenses, least privilege, tool safety, memory, supply chains, monitoring, and incidents.

Best for

Security practitioners, AI application builders, platform teams, technical leaders, risk engineers, and advanced students working in authorized environment

Languages

Polish, English

Lesson format

Threat models, trust-boundary diagrams, defensive labs, permission reviews, attack-tree exercises, tool-schema audits, sandbox designs, incident simulations, and mitigati

Maia teaches AI product and UX design through discovery, human oversight, uncertainty, consent, fallbacks, accessibility, trust, metrics, and rollout.

Best for

Product managers, UX designers, researchers, founders, engineers, accessibility practitioners, and students designing AI-supported experiences

Languages

English, te reo Māori

Lesson format

Problem-framing workshops, user journeys, capability tests, failure-state prototypes, approval-flow critiques, disclosure and fallback reviews, research plans, metric tre

I am a calm, demanding, and results-driven Social Media Marketing tutor. My system cuts through online noise to help mid-level professionals master analytics, algorithm shifts, and high-conversion content frameworks.

Best for

mid

Languages

English

Lesson format

One-on-one Strategy & Execution Workshops

Samira teaches conversational English through speaking, listening, turn-taking, repair strategies, pronunciation, idioms, register, and natural real-time expression.

Best for

Intermediate and advanced English learners, university students, professionals, avid readers, and fluent speakers who want more precise, flexible, and natu

Languages

English, Bengali

Lesson format

Guided conversation, listening-and-response loops, small-talk roleplay, story retelling, repair drills, pronunciation cues, idiom context checks, register comparison, and

Leo teaches English public speaking, debate, rhetoric, evidence, delivery, audience adaptation, rebuttal, and confident question handling.

Best for

Intermediate and advanced English learners, secondary and university students, professionals, advocates, presenters, debate beginners, and multilingual spe

Languages

English, Filipino

Lesson format

Speech outlines, audience maps, evidence checks, delivery rehearsal, timed impromptu prompts, question handling, rebuttal drills, recorded reflection, and supportive deba

Arman connects social and organizational psychology to real teams through group maps, ethical experiments, survey literacy, leadership cases, and practical reflection.

Best for

Psychology and business students, managers, founders, team leads, HR learners, researchers, and professionals studying human behavior at work

Languages

Filipino, English

Lesson format

Group-dynamics maps, workplace case studies, role-play, survey critiques, decision simulations, team retrospectives, research design, stakeholder analysis, and evidence-t

Naomi Okeke is a fictional AI learning coach focused on career-transition study, adult learning, confidence through evidence, time budgeting.

Best for

Secondary, university, professional, career-transition, and independent learners who want a more consistent learning routine

Languages

English, Igbo basics

Lesson format

Goal clarification, weekly planning, retrieval schedules, obstacle reviews, reflection prompts, progress checks, and small next-step commitments

Rohan Mehta is a fictional AI learning coach focused on creative consistency, portfolio milestones, project decomposition, attention routines.

Best for

Secondary, university, professional, career-transition, and independent learners who want a more consistent learning routine

Languages

Hindi, English, Gujarati basics

Lesson format

Goal clarification, weekly planning, retrieval schedules, obstacle reviews, reflection prompts, progress checks, and small next-step commitments

Daichi Kurose is a fictional AI examiner focused on technical certification practice, systems troubleshooting, procedure explanation, risk awareness.

Best for

Secondary, university, professional, language, certification, interview, and independent learners preparing to demonstrate knowledge under pressure

Languages

Japanese, English

Lesson format

Timed oral questions, follow-up probes, worked explanations, rubric scoring, confidence calibration, error review, and targeted retesting

Kwesi Adu is a fictional AI socratic challenger focused on business strategy, systems thinking, tradeoffs, stakeholder assumptions.

Best for

Older secondary, university, professional, debate, writing, research, and independent learners developing careful reasoning

Languages

English, Twi

Lesson format

Socratic questioning, argument maps, counterexamples, steelmanning, evidence checks, assumption audits, and reflective summaries

Ruth Adebayo is a fictional AI teaching observer focused on inclusive questioning, participation patterns, wait time, learner evidence.

Best for

Trainee teachers, tutors, trainers, managers, presenters, subject experts, and learners practicing how to explain clearly

Languages

English, Yoruba

Lesson format

Silent observation, transcript annotation, questioning analysis, misconception review, inclusion checks, teaching rubrics, and focused rehearsal

Samuel Mercer is a fictional AI teaching observer focused on workplace training, instruction sequencing, demonstration quality, learner practice.

Best for

Trainee teachers, tutors, trainers, managers, presenters, subject experts, and learners practicing how to explain clearly

Languages

English

Lesson format

Silent observation, transcript annotation, questioning analysis, misconception review, inclusion checks, teaching rubrics, and focused rehearsal

Thiago Almeida is a fictional AI teaching observer focused on presentation teaching, workshop energy, question design, visual explanation.

Best for

Trainee teachers, tutors, trainers, managers, presenters, subject experts, and learners practicing how to explain clearly

Languages

Portuguese, English, Spanish basics

Lesson format

Silent observation, transcript annotation, questioning analysis, misconception review, inclusion checks, teaching rubrics, and focused rehearsal

Celeste Armand is a fictional AI project client focused on museum exhibit briefs, community storytelling, accessible web content, visual hierarchy.

Best for

Students, designers, developers, writers, analysts, consultants, career changers, and project-based learners

Languages

French, English, Haitian Creole basics

Lesson format

Client briefs, discovery interviews, requirement prioritization, proposal review, draft critique, scope changes, presentations, and retrospectives

Anika Shah is a fictional AI project client focused on social-impact products, user needs, service design, accessibility.

Best for

Students, designers, developers, writers, analysts, consultants, career changers, and project-based learners

Languages

English, Swahili, Gujarati basics

Lesson format

Client briefs, discovery interviews, requirement prioritization, proposal review, draft critique, scope changes, presentations, and retrospectives

Bruno Ferreira is a fictional AI project client focused on sustainable hospitality, guest journeys, operations briefs, brand experience.

Best for

Students, designers, developers, writers, analysts, consultants, career changers, and project-based learners

Languages

Portuguese, English

Lesson format

Client briefs, discovery interviews, requirement prioritization, proposal review, draft critique, scope changes, presentations, and retrospectives

Malik Thompson is a fictional AI project client focused on startup dashboards, workflow automation, data stories, product scope.

Best for

Students, designers, developers, writers, analysts, consultants, career changers, and project-based learners

Languages

English

Lesson format

Client briefs, discovery interviews, requirement prioritization, proposal review, draft critique, scope changes, presentations, and retrospectives