Day 1 of #100daysofAi using @claudeai as my assistant & also using @Meta Quest 3 as my workspace. Looking forward to this journey. Learning recommendations & projects to build are appreciated!
30
Search
Day 1 of learning Anthropic AI as a MERN developer 🚀
Today I completed Claude 101 and set up my
Python environment to start the API course.
The journey has begun. Following my progress?
Drop a follow 👀
#100DaysOfAI #MERN #Anthropic #Developer
3
34
🎉 DAY 70/100 COMPLETE! AI Course Mastered 🏆
✅ 20+ production ML models
✅ NLP: Churn 89% | Movies 88% | Shakespeare gen
✅ Streamlit deployments
Portfolio: [github.com/yeripallivijay]
#100DaysOfAI #MachineLearning
2
22
Days 68-69/100: RNN Movie Review Classifier 🎥
IMDB 50K reviews → LSTM:
✅ 88% Accuracy
✅ Embedding → LSTM(128) → Predict POS/NEG
"Best film ever" → 97% Positive!
Repo: github.com/yeripallivijay…
#100DaysOfAI #RNN #NLPw
13
Day 67/100: Churn Predictor Streamlit App 🚀
Day 66 DL model → Live web app:
✅ Input sliders/dropdowns
✅ 89% acc predictions
✅ Risk % + Retention tips
✅ Feature importance plots
Age 55 + High Balance = 82% churn!
#100DaysOfAI #Streamlit #MLy
1
16
Day 66/100: DL Banking Churn 🏦
165K customers → ANN:
✅ 89% Accuracy | AUC 0.91
✅ Churn drivers: Age 50+, High Balance, Inactive
CreditScore + Geography → Predict Exited!
Code: [github.com/yeripallivijay…]
#100DaysOfAI #MachineLearning #Churn3
44
🧪 I'm excited to share that I'll be learning something new about AI for 100 days as part of the #100DaysOfAI challenge! Starting January 1st!
Join me via @100DaysAI!
100daysai.com
1
Day 10 of 365 OF AI -
I am back on learning GenAI with the Google AI Essentials course. Just finished the Intro to AI course
#100DaysOfCode
#100DaysOfAI
#365daysofai
#365daysofcode
#AIEngineering
#oleg
14
🧪 I'm excited to share that I'll be learning something new about AI for 100 days as part of the #100DaysOfAI challenge! Starting January 1st!
Join me via @100DaysAI!
100daysai.com
4
Day 1/100 — Mech Engineer → AI Engineer
With 7 yrs exp,
I’m now building AI for Auto:
• Predictive Maintenance
• Auto Diagnostics
• Lane/Object Detection
• Lightweight Optimization
Follow the build. 🚀
#MechAI #100daysofAI #ManufacturingAI #AutomotiveAI #100DaysOfCodee
9
Days 57-58/100: NLP Vectorization Deep Dive 📱
SMS Spam Dataset (5.5K messages):
📦 Bag of Words + NB: 96% acc
📊 TF-IDF + NB: 97.8% acc
🧠 Word2Vec + RF: 98.2% acc ⚡
TF-IDF > BoW (downweights spam fluff)
Word2Vec captures "free≈win≈prize"
#100DaysOfAI #NLP #Word2Vecmdf2
1
17
Day 56/100: NLP with NLTK 🧠
✅ Tokenization (words + sentences)
✅ Stemming vs Lemmatization
✅ POS Tagging (nouns, verbs...)
✅ Named Entity Recognition (PER, ORG, LOC)
✅ Text preprocessing pipeline
Raw text → ML-ready features
#100DaysOfAI #NLP #NLTKs
1
9
Day 55/100: Student Performance Predictor LIVE on AWS! ☁️
✅ Flask API + XGBoost
✅ Deployed to Elastic Beanstalk
Input: Student demographics
Output: Academic performance score
Live: […vpmkn.ap-south-2.elasticbeanstalk.com]
Notebook → Production API ✅
#100DaysOfAI #AWS #Flask
1
16
🧪 I'm excited to share that I'll be learning something new about AI for 100 days as part of the #100DaysOfAI challenge! Starting January 1st!
Join me via @100DaysAI!
100daysai.coms
2
Day 3 of Learning AI -
Today I had created multiple backend routes in fastapi which taught me how to handle file uploads and integration of Gemini ai in my application.
#sde #100daysofcode #100daysofai
1
15
Day 54/100 – PRODUCTION PIPELINE LIVE 🔄
Student Performance ML Project:
✅ Data Ingestion ✅
✅ Data Transformation (OHE + Scaling) ✅
✅ XGBoost Training (R²=0.91) ✅
One command magic:
Logging + Exceptions + Configs = Production Ready.
#100DaysOfAI #MLOps #PythonO
1
10
Day 53/100 – MODEL TRAINING COMPLETE 🏆
Student Performance Prediction:
🥇 XGBoost: R²=0.91, RMSE=5.41
🥈 Random Forest: R²=0.89
🥉 SVR: R²=0.87
Top Features:
1️⃣ Test Prep Course (25%)
2️⃣ Parental Education (18%)
3️⃣ Math Score (15%)
#100DaysOfAI #XGBoost #MachineLearningZ8Q1
1
9