Yukti asks the questions that make you think, instead of handing you the answer.
Engineering or arts, commerce or science. Yukti mentors students from every field of study.
Specialized guidance across four expert modes covering every dimension of building and presenting a real product.
Yukti helps you turn a vague idea into a clear, defensible project proposal, with context across healthcare, agriculture, fintech, and manufacturing.
Yukti tests your pitch the way a judging panel would, covering market fit and competitive positioning, and helps you refine it into a clear, confident 90-second pitch.
Yukti reviews your model design, evaluation approach, and explainability, and helps you justify each part of your architecture in plain language.
Yukti works through your slide structure, narrative flow, and Q&A preparation, so you can present your demo clearly and answer tough questions with confidence.
Eight expert modes across two tracks. Domain deep dive for scoping. Pitch practice for judges. Mock interviews for recruiters. One mentor, Socratic by design: Yukti leads you to the answer with questions.
WebRTC opens, Yukti joins your room. Less than two seconds to first word. You speak, they listen for the actual question, not the keywords.
70% concrete advice, 30% questions. One idea per turn. Yukti references your uploaded deck. Yukti references your last session. Yukti tells you when you're wrong.
Session ends. Transcript saved. Summary written. Action items prioritized. Audio archived. Next time, Yukti picks up exactly where you left off.
English, Tamil, Telugu, Hindi, Kannada, and Assamese with native accents that don't sound stitched together. Switch mid-sentence. Code-mix freely. Drop in "seri" or "paakalam". Yukti switches with you, and stops talking the second you start.
Hang up and find a written summary plus a prioritized list of action items, each linked to the moment it came from.
Every new session loads the previous summaries and pending action items. Yukti opens with: "Did you fix the problem statement we talked about?", because Yukti actually did ask last Tuesday.
Speech-to-text runs in parallel with the conversation, so the moment a session ends you have the full transcript, an audio recording, and timestamps that link back to your action items.
“Yukti helped me identify systematic bias in my textile defect dataset. In one session, they walked me through feature engineering techniques that improved my data quality score by 30%. The action items were specific and immediately useful.”
“Yukti helped me choose the right evaluation methodology for my transformer failure prediction model. They explained the trade-offs between precision and recall in my context and suggested a custom metric that the reviewers loved.”
“Yukti completely transformed my final presentation. They taught me how to structure my technical story so the audience could follow my approach, and drilled me on tough Q&A scenarios. I felt confident walking into the presentation.”
Not at all. Yukti is stream agnostic: engineering or arts, commerce or science, any student from any field of study can use it. The mentoring adapts to your project and your goals, not your department.
That is deliberate. Yukti is Socratic by design: it leads you to the answer with questions that make you think, because figuring it out yourself is what makes the learning stick. You still leave every session with a written summary and concrete action items.
A laptop with a mic for web sessions, or just a phone: request a session from Yukti on Telegram and your phone rings with a normal voice call. Speak English, Tamil, Telugu, Hindi, Kannada, or Assamese and switch languages mid-sentence.
Yes. Every new session loads your previous summaries and pending action items, so Yukti picks up exactly where you left off instead of starting from zero.
Yes. Every session produces a transcript, a written summary, and a prioritized list of action items, so faculty and mentors can see exactly where each student stands and where they need help next.
Pick a mode. Press the mic. Talk to Yukti.
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