AI/Machine Learning Engineer who has worked on various aspects of Data Science/ML problems from brainstorming, prototyping, to productionizing and maintaining solutions, primarily specializing in chipping away the "Hidden Technical Debt in Machine Learning"
I have worked in the following areas/with the following tools (also few buzzwords for the search engines):
Machine Learning, Data Engineering, Data Analysis, Data Modelling, Algorithms, Classification, Regression, Supervised, Unsupervised, Deep Learning, Evaluation, Hyperparameter Tuning, Deployment/Productionizing, Monitoring/Maintenance, DevOps, MLOps, Distributed Computing, CI/CD, Testing, TDD
Python, R, C, C++, Pandas, Numpy, Dask, Scikit Learn, Tensorflow, Keras, Flask, Django
Git, Bash, Docker, Kubernetes, Helm, Kops, Kubeflow, MLflow
AWS, GCP, Sagemaker, API Gateway, AI Platform, ML Engine, S3, Cloud Storage, EC2, VM, ECR, GCR
A bit of a background on how I got into the field and why I am still here -> I have always been passionate about Computers and the ability to make them solve problems for us. I value encountering challenging situations, enjoy analyzing & solving problems and seeing the results. The work done by computers tend to have these characteristics in abundance. I am fascinated by that and want to solve as many problems as I can. Code is a by product of this phenomenon.
Over time, I have acquired technical skills to code in a bunch of languages, tools. But again, I value the solving problems more than the tools used for that purpose.
Strong believer in 👉🏾 "AI is the new Electricity".
Full Stack Data Science
> Data Engineering, Modelling, ML Engineering, BackEnd, MLOps and DevOps.
> Python, R, Spacy, Pandas, Numpy, Scikit Learn, Tensorflow, Keras, Flask, Dask
> Docker, Kubernetes, Helm, Kops, Bash, CI/CD, Testing
> AWS, GCP, Sagemaker, AI Platform, API Gateway, MLEngine
End to End ML Engineer -> prototyping to productionising.
ML Engineering, BackEnd and DevOps.
Python, Spacy, Pandas, Numpy, Scikit Learn, Tensorflow, Keras, Flask, SQL, Kubernetes, Docker, Kafka, Elastic Search, Kibana, Stanford Nlp, etc...
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