English interview practice from your resume and job description.
Upload your resume and a real job description. Contexta turns them into focused English speaking and writing practice: interview answers, useful phrases, pronunciation focus, and targeted AI feedback.
Free to start. No credit card required.
Use this if you:
- Understand English, but struggle to explain your experience clearly.
- Need to prepare answers for interviews — behavioral and role-specific.
- Want practice based on your own resume and a real job description, not generic textbook topics.
- Need feedback on grammar, phrasing, pronunciation, and clarity.
Example input
Upload both. Contexta uses them to generate questions tailored to the role and your background.
How Contexta turns it into practice
One material flows through a structured loop. You leave each session with something you can actually say or write.
Example project plan
A project bundles 5 sessions you can practice independently. Each one ends with a clear output.
- 1Tell me about your last project
- 2Explain a technical trade-off
- 3Describe a time you disagreed with a teammate
- 4Walk through your ML pipeline in 90 seconds
- 5Explain why you are a good fit for this role
One full session example
Each session has a specific output — speaking or writing — with target phrases, focus areas, and a prompt.
In 5–6 sentences, explain one technical trade-off from your project. Try to use: production ML system, model performance, business impact.
Record a 60-second interview answer. Explain the problem, the trade-off, and the result. Try to use: production ML system, inference latency, business impact.
Start with one real material.
Upload something you already need to explain, discuss, or present.
Free to start. No credit card required.
Feedback and retry
Feedback is specific, not generic. You see what to fix and what to try next.
- 1improved → use past tense when describing completed work.
- 2reduced → verb should match the past event.
- 3Try "inference latency" instead of "speed problem".
- production ML system
- model performance
- business impact
Record again. Keep the answer under 60 seconds and add one sentence about business impact.
What improves over time
Contexta remembers your recurring patterns, so every next session is more targeted.
- Recurring grammar mistakes — like tense agreement and articles.
- Pronunciation weak spots from your recordings.
- Phrases you understand but do not use in your answers.
- Useful vocabulary pulled from your resume and target job descriptions.
FAQ
Can I practice with my own resume?
Yes. Upload your resume in PDF, DOC, or paste the text. Contexta uses it to generate questions tailored to your background and projects.
Can Contexta use a real job description?
Yes. Paste or upload the job description for the role you're applying to. Contexta extracts the key responsibilities and expected skills, then builds your interview prep around them.
Can I prepare behavioral interview answers?
Yes. Sessions include behavioral questions ("Tell me about a time…") with focus on structure (situation, action, result), useful phrasing, and natural delivery.
Can I practice technical explanations?
Yes. Sessions can include explaining technical trade-offs, walking through systems, and answering role-specific questions. Target phrases include vocabulary from your industry.
Does Contexta help with pronunciation?
Yes. Every recorded answer is scored on accuracy, fluency, completeness, and prosody. You get word-level feedback and can target specific sounds.
Is this useful for non-native professionals?
Yes — that is exactly who Contexta is built for. Optimal at B1–C1 (intermediate to advanced). You already understand the language; the focus is on producing clear, confident answers.
Start with one real material.
Upload something you already need to explain, discuss, or present.
Free to start. No credit card required.