Justin Thomas

Building things with data. ML systems, pipelines, forecasting.

[Justin Thomas @juustinfers]

Building in public. MTech DS student, 4 ML projects live, currently hunting an internship. Starting to document the journey here.

https://t.co/NVuCFzMo3S

[Justin Thomas @juustinfers]

@Col_ASY Hey man, lets connect!

[Justin Thomas @juustinfers]

@sync_ise Hey man, lets connect

[Justin Thomas @juustinfers]

@sharpeye_wnl All the best man, kill it at the interview

[Justin Thomas @juustinfers]

@0Tushar Hi man, lets connect!

[Justin Thomas @juustinfers]

@simpreetkaur_19 Hi

[Justin Thomas @juustinfers]

Day 4 of building in public:

>Wrapped up the Streamlit frontend for my Spotify recommender
>Used Antigravity to build a proper UI for my demand elasticity project.

The difference in quality between the two is wild.
Never going back to default Streamlit ��

[Justin Thomas @juustinfers]

@Harshit_Gupta9 Hey man, lets connect

[Justin Thomas @juustinfers]

@Internethunts Hi lets connect

[Justin Thomas @juustinfers]

@dev___guy Hi

[Justin Thomas @juustinfers]

@Bhavani_00007 Antigravity

[Justin Thomas @juustinfers]

@Disha16twt @AbhinavXJ That’s genuinely an insane improvement wow

[Justin Thomas @juustinfers]

Stopped hard coding frontends, used antigravity to build the UI for one of my old projects and the difference is genuinely embarrassing...

[Justin Thomas @juustinfers]

Do people usually build their front ends from scratch or generate it with AI?

[Justin Thomas @juustinfers]

@Palak3312 Learning experiences at startups are great

[Justin Thomas @juustinfers]

@petaldairies Me literally

[Justin Thomas @juustinfers]

@vinx_codes Let’s connect

[Justin Thomas @juustinfers]

Day 3: Built the recommendation engine 🎧

Implemented content-based filtering using cosine similarity to find songs with similar audio “DNA”. Now the system can suggest tracks based on vibe, not just mood.

From clusters → real recommendations

#MachineLearning #DataScience

[Justin Thomas @juustinfers]

@justbyte_ https://t.co/NVuCFzMo3S

[Justin Thomas @juustinfers]

@imNiKkiiY Let’s connect

[Justin Thomas @juustinfers]

@Still_learner Hi