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followers: 24.0 following: 13.0 repos: 39.0 gists: 0.0

Name: aiexplorations

Type: User

Bio: Data science professional with an interest in statistical analysis, machine learning, deep learning and artificial intelligence. Twitter: @aiexplorations

Blog: http://aiexplorations.in

Hi there 👋

I'm Rajesh, a data science professional with experience in building solutions for clients and in building data and ML centric products.

🔭 Building data science and machine learning applications
🤖 Building apps with language models and tools like vector search, databases
⚙️ System design for ML applications covering requirements such as requirements, sizing, performance, etc.
☁️ Familiar with building on Azure, AWS
📖 Learning something everyday about deep learning models, language models, transformers, deep learning
🚀 Deploying and scaling apps with Devops - Docker, Kubernetes - although I've largely worked with managed K8s
👯 Looking to collaborate on data science and statistical modeling projects and repos
🤔 Usually looking for help with -
- Learning good software engineering practices
- Code reviews
- Great architectural ideas
- Security and data privacy
- Terraform and infrastructure-as-code
💬 Ask me about:
- Statistical inference and machine learning
- Deep learning - especially convolutional networks, LSTMs and similar models
- Sequence classification with transformers
- Natural language processing and various techniques in this ambit
- Model-as-a-Service, MLOps and Model deployment
- Time series analysis, such as ARIMA and such models
- Deep Learning for computer vision
- Graph analytics and how to work with graph shaped data
- Tensorflow and Keras
- Sensor data analysis
- Scalable data processing pipelines with Apache Spark
- Scalable ML and DL with Tensorflow, Keras
Industry areas I'm good at:
- Software product and cloud
- Manufacturing and automotive technmology
- Energy and renewable technology
📫 Reach me at :

aiexplorations's Projects

arxiv_paper_getter

A search engine which can be used to hunt for papers on ArXiv based on a search string.

data_engineering_template

Data engineering template repo which enables collection of data and management of data in a SQLite database

dataanalysis

Simple data analysis and data generations functions built in Scala

datascience

A collection of code from R and Python specific to Data Science.

deeplearning

Various experiments using Keras, Tensorflow and other deep learning libraries

docker-spark-cluster

A Spark cluster setup running on Docker containers

genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations

image_similarity

Solving the geological image similarity problem statement

keras-preprocessing

Utilities for working with image data, text data, and sequence data.

learn-javascript

Starter files for the challenges in the Learn JavaScript course

learning-rust

A code base for my Rust experiments only for learning the language

learningresources

A page with learning resources for AI and Machine Learning

magenta-js

Magenta.js: Music and Art Generation with Machine Learning in the browser

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlops_template_repo

A template repo for building ML applications

networks

Network and Graph Algorithms From Scratch

nldscala

Nonlinear dynamical systems analysis using Scala.

nonlinear-dynamics

Exploring nonlinear dynamics, chaos, fractals and similar topics

projects

R repository of for data science, data analysis and visualization by @rexplorations

pso

Particle Swarm Optimization code base

aiexplorations Goto Github PK

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