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# ![@sanskxr02 Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1774869724016599045.png) @sanskxr02 Sanskar Pandey

Sanskar Pandey posts on X about collection, collection of, ai, level the most. They currently have XXX followers and XXX posts still getting attention that total XXX engagements in the last XX hours.

### Engagements: XXX [#](/creator/twitter::1774869724016599045/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1774869724016599045/c:line/m:interactions.svg)

- X Week XXXXX +426%
- X Month XXXXX +12%
- X Months XXXXXX +42%
- X Year XXXXXX +672%

### Mentions: X [#](/creator/twitter::1774869724016599045/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1774869724016599045/c:line/m:posts_active.svg)


### Followers: XXX [#](/creator/twitter::1774869724016599045/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1774869724016599045/c:line/m:followers.svg)

- X Week XXX +1.70%
- X Month XXX +7%
- X Months XXX +252%
- X Year XXX +592%

### CreatorRank: XXXXXXXXX [#](/creator/twitter::1774869724016599045/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1774869724016599045/c:line/m:influencer_rank.svg)

### Social Influence

**Social topic influence**
[collection](/topic/collection), [collection of](/topic/collection-of), [ai](/topic/ai), [level](/topic/level), [unlocks](/topic/unlocks), [the first](/topic/the-first)
### Top Social Posts
Top posts by engagements in the last XX hours

"I always thought VLMs were criminally underutilized. Were finally moving off raw pixels and working on semantically enriched scene representations - fusing visual language with driving stacks unlocks much richer planning & reasoning. Crazy good work"  
[X Link](https://x.com/sanskxr02/status/1998442086425878586)  2025-12-09T17:18Z XXX followers, XXX engagements


"To train the model we simulate SPH CYL AXIS variations and generate realistic optical blur (point spread functions) along with corneal reflections creating a rich dataset without relying on exhaustive clinical measurements"  
[X Link](https://x.com/sanskxr02/status/1999011400962945175)  2025-12-11T07:00Z XXX followers, XXX engagements


"Were excited to share the first set of experiments towards self-correcting lenses. Optical errors leave measurable patterns in both the eye and the scene. By capturing these our model can learn to map pixels refractive errors"  
[X Link](https://x.com/sanskxr02/status/1999011398781960603)  2025-12-11T07:00Z XXX followers, XXX engagements


"Also releasing the initial model checkpoints to enable exploration and experimentation. The model is currently trained on synthetic data only so real-world performance is untested and may vary under different lighting eye colors or real glasses form factors"  
[X Link](https://x.com/sanskxr02/status/1999011403236340129)  2025-12-11T07:00Z XXX followers, XXX engagements


"This was our first run far from the performance we ultimately aim for. The next step is to test and refine the system with real camera setups and glasses which will help reveal the models behavior limitations and potential. Back to work now"  
[X Link](https://x.com/sanskxr02/status/1999011405287272600)  2025-12-11T07:00Z XXX followers, XXX engagements