AI & Data Science | Software Engineer | Open to internships/part-time/freelancing
Joined August 2025
- Tweets 82
- Following 66
- Followers 20
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16 Photos and videos
Pinned Tweet
30 Aug 2025
🚀 Excited to connect with people interested in AI · Data Science!
I’m an MTech student in AI & DS, sharing my daily learnings side-projects here.
Looking to collaborate, learn and grow.
🔍 Open to internship / part-time roles
📬 DMs open | Let’s build together!
#connection
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May 21
Learning Random Forest 🌲
One of the most powerful and widely used ML algorithms for classification and prediction tasks.
Here’s a quick breakdown of how it works and the key hyperparameters that affect performance 👇
#MachineLearning #AI
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May 21
Important hyperparameters ⚙️
🔹n_estimators → Number of trees
🔹max_depth → Tree depth
🔹min_samples_split → Min samples to split
🔹min_samples_leaf → Min samples in leaf
🔹max_features → Features considered per split
Good tuning helps balance underfitting vs overfitting.
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May 21
Hyperparameter tuning matters because:
Too deep → Overfitting 📉
Too shallow → Underfitting 📈
Good tuning helps Random Forest balance bias vs variance and improve real-world performance.
#DataScience #MachineLearning #AI #Hyperparameters #Tuning
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May 17
🎯Completed Credit Default Risk Prediction project with SHAP
Now model predicts default risk and states which features influenced predictions most.
🔹Training, Evaluation, Deployment 🚀
🔹SHAP Explainability ✅
#MachineLearning #DataScience #AI #buildinpublic
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May 14
Built Credit Default Risk Prediction project to improve my ML understanding.
Deployed on Render 🚀
🔗 creditdefaultrisk.onrender.c…
[It takes 60 secs to work after 1st API hit]
Next step: SHAP-based explainability for better interpretation 🚀
#buildinpublic #AI #ML #RandomForest
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May 14
Built this Credit Default Risk Prediction (Germain Credit Dataset) project to improve my ML understanding 🚀
🔹Writing code myself
🔹Understanding the ML pipeline deeply
🔹Testing multiple models
Sometimes simple projects teach the most.
#MachineLearning #DataScience #AI
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1,156
May 14
Deployed my Credit Default Risk Prediction project on Render 🚀
🔗 creditdefaultrisk.onrender.c…
[It takes 60 secs to work after 1st API hit]
Next step: adding SHAP-based explainability for better model transparency and prediction interpretation 🚀
#MachineLearning #AI #BuildInPublic
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May 10
Project Update 📈
Tested:
🔹Logistic Regression
🔹Random Forest
🔹XGBoost
Random Forest currently performs best with a strong precision-recall balance and minimal overfitting for credit risk prediction 🚀
#MachineLearning #DataScience #AI
May 9
Building a Credit Default Risk Prediction project 🚀
Not a groundbreaking idea.
Goals are simple:
🔹Write more code myself
🔹Use ChatGPT less
🔹Understand ML deeply
🔹Deploy an end-to-end project
🔹Improve my resume
Basic projects teach a lot 📈
#MachineLearning #DataScience #AI
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May 9
Building a Credit Default Risk Prediction project 🚀
Not a groundbreaking idea.
Goals are simple:
🔹Write more code myself
🔹Use ChatGPT less
🔹Understand ML deeply
🔹Deploy an end-to-end project
🔹Improve my resume
Basic projects teach a lot 📈
#MachineLearning #DataScience #AI
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Feb 22
Which the following approach is more ATS friendly in resumes:
1. Attaching hyperlink (GitHub, live link, etc) on the project name itself
2. Or a separate word "GitHub" and attaching link to this
#Resume #resumescreening #JobSearch #applynow #JobSearch #Jobs
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3 Dec 2025
Comment what kind of businesses may benefit from online presence (like I have attached sample restaurant website below)
#buildinpublic #WebDesign #WebDevelopment #OnlineBusiness #freelancers #Freelancer #WebsiteDesign #Website
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1 Dec 2025
Rate this website layout from 1⃣-5⃣ on
1. Visual Hierarchy
2. Layout & Aesthetics
3. Readability
#WebsiteDesign #css #Html #REACT #cssfundamentals #Website
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15 Nov 2025
Support Vector Machines only care about the points living on the edge - the support vectors. That’s why SVMs:
🔹 Work well in high-dimensional spaces
🔹 Handle small datasets like a pro
🔹 Can separate almost anything with kernels
#MachineLearning #AI #DataScience #LearnInPublic
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9 Nov 2025
So much time wasted due to college semester assignments!! 😡
Time to get back to actually learning something!! 💪🏻💪🏻
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31 Oct 2025
What is the point of assigning students of Mtech AI-DS to make research paper for almost every subject in semester!!
Absolute nonsense!!
Students are just learning to write prompts to ChatGPT! Nothing else!!
And because of load, students do not learn practically anything!!
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15 Oct 2025
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7 Oct 2025
Me: trains model for 2 hours
Model: “Accuracy = 51%”
Bro… that’s just guessing 😭
#MachineLearning #AI
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20 Sep 2025
🤔 Quick poll for the AI folks:
Do you think Gemini can actually replace ChatGPT in the long run?
Or will we end up using both like:
Gmail 📧 Outlook
VS Code 💻 JetBrains
Curious to hear your take!
#AI #Gemini #ChatGPT #DataScience
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20 Sep 2025
My experience is that Gemini takes more prompts than ChatGPT for the same final expected result.
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