Shubham Panchal
- Open For Android or ML-based freelancing projects or internship opportunities
- I'm exploring backend development with FastAPI, cross-platform app development with Compose Multiplatform (part of KMM), PyTorch and using Rust for deployment of ML models.
🙂 Reach me at
- Google Chat with email ID panchalshubhamdev@gmail.com
🌐 Profiles
C/C++/Rust Projects
- text-predictor-android
- tfidf-summarizer.rs
- postagger.rs
- glove.c
pq.rs(Product Quantization in Rust, coming soon ...)
📱 Mobile ML Projects
- Deploying Scikit-Learn Models In Android Apps With ONNX ( GitHub )
- Deploying TF models on Heroku for Android ( GitHub )
- Realtime Depth Estimation In Android ( GitHub )
- MLKit Selfie Segmentation in Android ( GitHub )
- Using FaceNet For On-Device Face Recognition With Android ( GitHub )
- Text2Summary Android ( GitHub )
- Q-Learning With The Frozen Lake Environment In Android ( GitHub )
- Hyperparameter Optimization With Genetic Algorithms in Kotlin ( GitHub )
- Exploring Random Forests In Light Of Kotlin ( GitHub )
- Coding Feed-Forward Neural Networks in Kotlin (or Android) ( GitHub )
- Gaussian Naive Bayes ( for Iris Classification ) in Android ( GitHub )
- How I made Skinly for Melanoma Detection in Android ( GitHub )
- Designing Decision Trees From Scratch on Android ( GitHub )
- Text Classification in Android with TensorFlow ( GitHub )
- Sarcasm Detection using Word Embeddings in Android ( GitHub )
- Hands-on With Multiple Linear Regression on Android
- Bayes Text Classification in Kotlin for Android without TensorFlow
- Introducing TensorFlow Lite Android Support Library
Android Projects
✍️ Stories On Medium
- On-Device Machine Learning In Android: Frameworks and Ecosystem
- Using C/C++ in Android: A Comprehensive Guide For Beginners
- Building A Cross-Platform TFIDF Text Summarizer In Rust
- Managing Deep Learning Models Easily With TOML Configurations
glove-android: Using GloVe Word Embeddings for NLP In Android- Chaquopy: Using Python In Android Apps
- Using Websockets To Run Terminal Commands From Android Apps
- Creating Desktop Apps For TensorFlow Models With Qt
- Building a Simple Document Scanner in Android
- Deploying Scikit-Learn Models In Android Apps With ONNX
- Empirical Distribution — Everything You Need To Know
- Human-In-The-Loop Systems — All You Need To Know
- Deploying TF Models on Heroku for Android Apps
- Accessing App Usage History In Android
- No, Kernels & Filters Are Not The Same
- Deploying Pretrained TF Object Detection Models on Android
- Realtime Selfie Segmentation In Android With MLKit
- Grad-CAM: A Camera For Your Model’s Decision
- MLP Mixer Is All You Need?
- Age + Gender Estimation in Android with TensorFlow
- Using FaceNet For On-Device Face Recognition With Android
- Coding Feed-Forward Neural Networks in Kotlin (or Android)
- Q-Learning With The Frozen Lake Environment In Android
- Hyperparameter Optimization With Genetic Algorithms In Kotlin
- Image Classification With TensorFlow 2.0 ( Without Keras )
- Get Started With TensorFlow 2.0 and Linear Regression
- Cityscape Image Segmentation With TensorFlow 2.0
- 4 Awesome Ways Of Loading ML Data In Google Colab
- Neural Implanting With AutoEncoders and TensorFlow
- Colorizing B/W Images With GANs in TensorFlow
- Exploring Random Forests In Light Of Kotlin
- Gaussian Naive Bayes ( for Iris Classification ) in Android
- Sarcasm Detection using Word Embeddings in Android
- Hands-on With Multiple Linear Regression on Android
- Bayes Text Classification in Kotlin for Android without TensorFlow
- How I made Skinly for Melanoma Detection in Android
- Text Classification in Android with TensorFlow
- Designing Decision Trees From Scratch on Android
- Introducing TensorFlow Lite Android Support Library
- Introducing Text2Summary: Text Summarization on Android
Demystifying Mathematics - Shubham Panchal
- Kernels: Everything You Need to Know
- Principal Component Analysis: Everything You Need To Know
- Demystifying Monte Carlo Integration
- Demystifying Linear Independence
- Demystifying Probability Distributions ( 1 / 3 )
- Demystifying Probability Distributions ( 2 / 3 )
- Demystifying Probability Distributions ( 3 / 3 )
- Demystifying The Moore-Penrose Generalized Inverse
- Taylor Series And The Power Of Approximation
- Entropy In The World Of Computer Science
Google Colab Notebooks - Tutorials
- Age + Gender Estimation in Android with TensorFlow
- Hyperparameter Optimization Using Keras Tuner API
- Image Colorization With GANs
- Chatbot using Seq2Seq LSTM models.
- Neural Machine Translation (NMT) - Translating English sentences to French sentences.
- Neural Machine Translation (NMT) - Translating English sentences to Marathi sentences.
- Image Classification From Scratch With TensorFlow 2.0 ( Without Keras! )
- Cityscape Image Segmentation with TensorFlow 2.0 ( Without Keras! )
- Face Landmark Detection With TensorFlow
- Neural Implanting With TensorFlow
- Tweet Classification with MLP-Mixers ( TF-Keras ) ( Story On Medium )
- From Paper To Keras: MobileNets With TensorFlow
- From Paper To Keras: DenseNets With TensorFlow