Yukti gives students and teams access to specialist AI voice mentors — data engineering, ML architecture, presentations, and domain expertise — to sharpen skills and refine solutions.
Mentors
Senthil
Project Domain Expert
Helps you structure technical thinking, identify project gaps, and articulate why your solution matters. Deep knowledge across industry domains — healthcare, agriculture, fintech, manufacturing.
Kavitha
Market Feasibility & Pitch Practice
Tests whether your idea is viable, challenges your market assumptions, and helps you practice pitching to judges. Asks the hard questions before evaluators do.
Rajan
ML & AI Specialist
Model selection, evaluation methodology, and result interpretation. Coaches you to explain complex ML decisions in plain language that non-technical judges understand.
Lakshmi
Presentation Coach
Presentation structure, technical storytelling, and Q&A preparation. Coaches you to clearly communicate your approach and defend your decisions with confidence.
Process
Your faculty coordinator creates your account. Sign in and you're ready.
Choose the mentor that fits your current need — data engineering, ML architecture, presentation prep, or domain context.
Have a live voice conversation. Get actionable feedback to strengthen your project.
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Topics Covered
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Industry Domains
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Mentor Specialists
Experience
Natural voice conversations with actionable takeaways.
I'm working on the TANGEDCO transformer failure prediction problem but my dataset has a lot of missing sensor readings and class imbalance.
You
Good that you've identified both issues upfront! Let's tackle the missing data first — what percentage of readings are missing, and is it random or systematic? That determines whether we impute or restructure.
Kavitha
Action Items
Testimonials
“Kavitha helped us identify systematic bias in our textile defect dataset. In one session, she walked us through feature engineering techniques that improved our data quality score by 30%. The action items were specific and immediately useful.”
Deepika S.
Data Engineering Student
“Rajan helped us choose the right evaluation methodology for our transformer failure prediction model. He explained the trade-offs between precision and recall in our context and suggested a custom metric that the reviewers loved.”
Karthikeyan R.
ML Engineering Student
“Lakshmi completely transformed our final presentation. She taught us how to structure our technical story so the audience could follow our approach, and drilled us on tough Q&A scenarios. We felt confident walking into the presentation.”
Anitha M.
Final Year Student
Features
Natural conversations powered by GPT-4o. Get instant expert guidance anytime during the mentorship window.
AI-generated action items and next steps after every session.
Full transcripts and progress tracking across all your mentoring sessions.
Your institution controls mentoring time allocation per team.
Sign in with your institution-provided account and start a mentoring session.