Sahithi Eshwaroju is building Mock2Pitch.
Practise presentations with AI feedback to build confidence and improve delivery.
MVSR Engineering College
- EdTech
- Stage: MVP
- Built with
Dubbaka Sathwik
[ The build ]
A real problem, a real fix.
Every Cohort 01 fellow started with people, not an idea: find who has the problem, talk to them, then build.
The problem
Third- and fourth-year college students often struggle to deliver impactful presentations due to stage fear, nervousness, lack of practice, and difficulty managing time and covering key points.
Built for: College students preparing for hackathons, project presentations, seminars, and campus placements.
What Sahithi built
Mock2Pitch allows students to upload their PPTs, practise within a chosen time limit, and receive AI-generated feedback on their speech, timing, and slide coverage, along with slide-wise scripts and speaking points.
How AI is used. AI extracts slide content, generates speaking scripts, analyses recorded speech or transcriptions, and provides feedback to help students improve their presentations.
- Built with
- React
- Next.js
- Typescript
- PostgreSQL
- R2 Bucket
- NVIDIA APIs
[ Inside the build ]
Inside the build




Sahithi and Dubbaka are building Mock2Pitch in Cohort 01. See where you'd start.
2 minutes, free, all taps.
[ Sahithi's story ]
From Day 0 to now.
Why Sahithi joined
To build a real life impactful product.
What Sahithi is aiming for
To help students practice before they present and present with confidence.
Biggest win
Scoping and understanding the ICP to build a impactful project.
Where it stands now
Creating PRD and MVP docs.
[ The full story ]
Read the full story
- Mock2Pitch: hackathon regulars build an AI coach for presentation practice
Dubbaka Sathwik (BTF-021) and Sahithi Eshwaroju (BTF-022) had done many hackathons but felt they were building on AI autopilot. In Build Theory they learned to direct AI, and built Mock2Pitch to help students practise presentations with AI feedback.
[ With a mentor, one-to-one ]
How Build Theory helped
Build Theory helped the team structure their journey from ideation to PRD and MVP, defining the target users, problem, core features, priorities, and initial product scope. Build Theory also helped the team to get to know more about technology, how can we use AI as a partner but not as a master to complete the development.
[ The team ]
Built with Dubbaka
Most Cohort 01 teams built together.
I don't understand AI yet. Can I still do this?
Yes. If you've used ChatGPT, you can start. Your mentor shows you which AI tools to use, and how, as you build.
Won't this eat into my DSA prep?
No. It's about 3–5 hours a week, and you plan them around your classes and prep. Build Theory runs alongside your DSA prep, not instead of it. Coding rounds still matter. This gives you something to talk about once you clear them.
Is it online or offline?
Fully online, so you can do it from anywhere, around your classes. The one exception is Demo Day: one in-person day in Hyderabad where you present what you built.
What happens after I apply?
Fill a short application. About 5 minutes, no payment. Prashanth calls you within 24 hours to talk through your idea and see if it's a fit. If it's a fit, you confirm your seat with ₹500. It's adjusted against the fee and non-refundable.
[ Cohort 01 ]
More fellows, more builds.

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BTF-006 · Monetiq
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K. Rishitha Purna
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BTF-012 · Cue
Keshamoni Nikhila
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BTF-013 · Boutiqo
C. Siddarth Ram
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BTF-014 · Boutiqo
Katukuri Rithvik
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BTF-015 · SignMate
Siddharth Sadu
Indian Sign Language to speech in real time for deaf students, Classes 6–10.
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BTF-018 · SignMate
Naga Nidesh
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BTF-009 · Orbit for Students
A. Prashanth Reddy
Routine, health, expenses and career planning in one place.
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[ Cohort 02 ]
Placement season will ask what you've built. Start now.
Free readiness score. 2 minutes, all taps. No sales call unless you ask for one.
Get my readiness score