Alen Sunny

Hii all, i am Mathematics Grad , currently learning GEN AI

[Vyom @HelloVyom]

Look up to @arpit_bhayani sir 🚀

A reminder that great engineering careers are built step by step:

- Started as a Project Trainee at TCS Innovation Lab
- Joined Saba Software as a Software Associate
- Became a Teaching Assistant at IIIT Hyderabad
- Joined Practo as a Software Engineer → grew into Senior Software Engineer
- Worked at Amazon as SDE II
- Spent ~5 years at Unacademy
Technical Architect → Principal Engineer → Senior Engineering Manager → Director of Engineering
- Joined Google as Staff Software Engineer (Dataproc → Memorystore)
- Co-founded https://t.co/sUikxPTnCV (acquired by Mercor)
- Again Staff Software Engineer at Google (GCP Memorystore)
- Finally resigned from Google day before yesterday

From foundations → scale → leadership → reset.
Excited to see what’s next. 👀🔥

[Harkirat Singh @kirat_tw]

I cry with tears when I have to take an interview only to see the candidate fumble the most basic syntax.
I'm unsure if its AI but it feels like jr devs or devs in general aren't hands on coding much and I'm unsure how I feel about this.
An argument can be made that we don't need to memorise code anymore, but it just feels sleezy and boring talking to someone who cant code themselves.

[Alen Sunny @AlenSun51162998]

@comeovermee Sure

[Alen Sunny @AlenSun51162998]

@narly @grok 😅

[Alen Sunny @AlenSun51162998]

#365CodeChallenge
Day 83/365
Doing a Credit Card Fraud Detection , for to apply the concepts which learned previously more throughly

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365CodeChallenge
Day 82/365 Now in Boosting , looked into the ada boost , Xgboost

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365CodeChallenge
Day 81/365
Now in Boosting , And looked Gradient Boosting,
Behind mathematics ...

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365CodeChallenge

Day 80/365 Still on Supervised algorithms , Looked into
random forest feature importance , trying to understand the relation between Gini Importance and SHAP

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365CodeChallenge
Day 79/365
Today I have implemented Random Forest from scracth, Tried on a dataset and also on a imbalanced dataset

Leetcode :
-1299
-345

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365CodeChallenge
Day 78/365
Still in Random Forest, bagging , hyperparamters of random forest

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365CodeChallenge
Day 77/365
Looked into Random Forest, bagging , hyperparamters of random forest , feature importance of random forest

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365CodeChallenge
Day 76/365
I have look into Ensemble Learning , what problem does it solve and different types etc ..

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365CodeChallenge
Day 75/365
Continuing with ML, I've been predicting live stock prices using ML models for the past week.
This project revealed the limitations of traditional algorithms. This was like an experiment how different algorithms act upon noisy and high varience data

[Alen Sunny @AlenSun51162998]

#365codechallenge
Day 74/365
Ongoing with ML ,Working with a dataset of blood sugar , trying to use classification and regression models and hyperparameter tuning also

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365codechallenge
Day 73/365
Ongoing with ML ,Looked into ways handle imbalanced data, HyperParameter Tuning : Grid Search , RandomSearchCV
Started project planning : Routing Recommendation System

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365codechallenge
Day 72/365
Ongoing with ML ,Worked on Adult income dataset using KNN, Implemented Knn, decison tree,svm ,logistic regression from scratch

leetcode :
-697

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365codechallenge
Day 71/365
Ongoing with ML , Worked on a dataset of Income using KNN, Breast-Cancer using Logistic Regression

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365codechallenge
Day 70/365
Ongoing with ML , Looked into logistic regression , decision tree, SVM,KNN algorithms

leetcode :
-2710
-3512

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365codechallenge
Day 69/365
Ongoing with ML , Started building a regression model on California Housing dataset

https://t.co/HVC6MUJwEZ

#MachineLearning #connect #AI

[Alen Sunny @AlenSun51162998]

#365codechallenge
Day 68/365
Ongoing with ML , Looked into Multiple Linear Regression , Gradient Descent,
Implemented simple linear and multiple linear from scratch

#MachineLearning #connect #AI