Building ScoreOne Most platforms stop at showing marks and ranks. We wanted to go deeper into how students actually lose marks during exams:
- weak-topic patterns
- time-management collapse
- repeated mistakes
- accuracy under pressure
- chapter-wise consistency The interesting part is our AI-assisted question pipeline:
Questions are generated in structured JSON format, then validated through multi-stage verification loops for:
- conceptual correctness
- PYQ-style difficulty alignment
- option ambiguity
- logical consistency Uncertain questions are automatically routed to a human review dashboard before entering production. Currently working on:
- institute workspaces
- batch analytics
- teacher dashboards
- mistake intelligence
- adaptive retry workflows Would genuinely love feedback from:
- JEE aspirants
- coaching institutes
- teachers
- infra/AI engineers
- anyone building in education systems Trying to build this as serious exam infrastructure, not another AI tutor wrapper.
We spent 6 months building the AI video tool we wished existed. Most tools give you templates and hope. We give you control. Here's what makes WorkLess different: Frame-by-frame control
Not templates. You decide every scene, custom prompt per frame, exact timing. Your vision, not the AI's guess.
When we launched oneinfer.ai five months ago, we set out to solve one problem, making AI infrastructure usable at scale through a unified inference layer, smart routing, and cost optimization.
What we didn't expect was how often a different problem would come up in every conversation with teams in production.
It wasn't the models. It wasn't even the infrastructure cost. It was the constant engineering tax of working around access, retry logic for rate limits, juggling multiple provider accounts, splitting prompts to fit token windows, building fallback chains for throughput ceilings, monitoring usage caps that change without warning.
Hey makers I m building Pathvio (https://pathvio.in/) an AI-powered platform focused on helping professionals navigate career growth more strategically. Features currently include: * AI career roadmap generation
* Resume analysis
* Skill-gap insights
* Career-switch guidance
* Personalized recommendations I m currently looking for early adopters willing to test the product and provide honest feedback on: * onboarding
* clarity
* usefulness
* feature prioritization
* overall experience Would love feedback from fellow builders and professionals. Happy to exchange feedback as well
Hi , im looking for android users who want to try my new app. LiftBuddy is the only gym tracker you will ever need.
If you are tired of tracking your workouts in your phone notes app or flipping through old notebooks to find your previous sets, LiftBuddy is the perfect solution for you.
LiftBuddy allows you to quickly find any exercise without wasting time searching through pages of notes. The interface is clean, simple, and extremely intuitive.
