AI Tales: Building Machine learning pipeline using Kubeflow and Minio
How to write production grade end to end pipeline for Deep learning / Machine learning applications.
Karthic Rao
Mentor
(9 reviews)
US$25.00
For every 15 mins
22
Sessions/Jobs
ABOUT ME
Passionate learner, Developer, Writer, Teacher and Musician
Passionate learner, Developer, Writer, Teacher and Musician
I am a passionate learner and developer with wide breadth of expertise working for startups ranging from Silicon Valley on the west to Bangalore in the east. Here's the cycle which I believe I'm good at, Learn -> Imagine -> build -> help other do the same.
English
New Delhi (+05:30)
Joined February 2018
EXPERTISE
1 year experience
- A Certified Deep learning Engineer https://goo.gl/YG6SHn .
- Have worked on wide array of Deep learning projects using tensorflow on N...
- A Certified Deep learning Engineer https://goo.gl/YG6SHn .
- Have worked on wide array of Deep learning projects using tensorflow on NLP and Computer Vision related areas.
- Here are some some my projects
- CIFAR 10 image classification https://goo.gl/VY2kna .
- TV script generation https://goo.gl/mCPYWJ .
- Check out my other projects at github.com/hackintoshrao
- Have built end to end training to production deployments of the models.
3 years experience | 1 endorsement
- Immense contribution in the past for 2 very successful Go based open source projects, Caddy Server (www.github.com/mholt/caddy) and Min...
- Immense contribution in the past for 2 very successful Go based open source projects, Caddy Server (www.github.com/mholt/caddy) and Minio (www.github.com/Minio).
- 2 time speaker at Gophercon India, here are the links to talk at the go conference https://youtu.be/hWo0FEVr92A , https://youtu.be/-KDRdz4S81U .
- Authored some of the very popular articles on Go, Here are couple of them,
- https://goo.gl/n4hjkM
- https://goo.gl/EDPtcG
2 years experience
- Experience of working with infrastructure company where I dealt with container ops extensivey.
- Consulting with startups in the space...
- Experience of working with infrastructure company where I dealt with container ops extensivey.
- Consulting with startups in the space of container ops.
7 years experience
- Ability to crunch information for easy consumption, experience of writing over 200 tech blogs ( medium.com/@hackintoshrao , hackintoshr...
- Ability to crunch information for easy consumption, experience of writing over 200 tech blogs ( medium.com/@hackintoshrao , hackintoshrao.com) .
- -Core engineer and evangelist for an open source company in the past @minio.io
- Experience managing local and global technology communities.
- Experience of interacting and helping developer communities, So I understand their expectations.
- Passionate about AI and leading evangelizing efforts for upcoming AI India conference.
1 year experience | 1 endorsement
- Creating chatbots for startups and enterprises
- Primarily using api.ai or Google's dialogflow to create bots
- Creating chatbots for startups and enterprises
- Primarily using api.ai or Google's dialogflow to create bots
2 years experience
- Expertize of building Amazon S3's open source alternative from scratch at Minio.io
- Expertize of contributing to Amazon S3 compatible ...
- Expertize of building Amazon S3's open source alternative from scratch at Minio.io
- Expertize of contributing to Amazon S3 compatible client libraries.
1 year experience
- Expertize with implementing and designing data structures and algorithms in python
- 5+ years of professional programming experience.
- Expertize with implementing and designing data structures and algorithms in python
- 5+ years of professional programming experience.
REVIEWS FROM CLIENTS
(9 reviews)
Shane Ketterman
July 2018
Karthic was incredibly helpful and great to work with. I would highly recommend working with him and I will be glad to continue working with him again.
Boris
June 2018
Karthic is very professional, has excellent knowledge in deep learning. Great mentor!
shida ye
May 2018
unprepared
Bxtr
May 2018
Excellent mentor! He took the time to help me set up my environment as I was having difficulties and introduced me to a very valuable Deep Learning resource. During our session, he shared several resources that further explained the topic in more detail. I highly recommend him as he is an expert in what he does and this was such a quality session. Thank you!
Vivek
April 2018
Very helpful with answering questions after completion of project.
Nigel Gilbert
March 2018
Karthic is a hard worker. He puts forth a honest effort and is extremely knowledgeable about AI, as well as the process of consulting in the space.
Jordan Burandt
February 2018
Amazing mentor! He not only solved my problem, but took the time to explain the concepts to understand what was going on.
SOCIAL PRESENCE
Intuitive and practical guide for building neural networks from scratch
Part 2: Using perceptrons to solve university acceptance problem
In the last article...
1
Intuitive and practical guide for learning AI from scratch: Building neural networks from ground up - Part1
Learning AI from scratch, Building neural network without any library, Binary classification, perceptrons
2
EMPLOYMENTS
AI Consultant
Self employed
2017-06-01-Present
HELP STARTUPS BUILD AND INTEGRATE DEEP LEARNING AND AI SOLUTIONS INTO THEIR STACK.
WRITING TUTORIALS SERIES ON AI, CHECK OUT WWW.MEDIUM....
HELP STARTUPS BUILD AND INTEGRATE DEEP LEARNING AND AI SOLUTIONS INTO THEIR STACK.
WRITING TUTORIALS SERIES ON AI, CHECK OUT WWW.MEDIUM.COM/@HACKINTOSHRAO
DELIVER WORKSHOPS, TRAINING AND TECH TALKS.
STUDENT ON SELF DRIVING CARS, ROBOT SOFTWARE AND AI.
Python
MongoDB
Docker
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Python
MongoDB
Docker
Kubernetes
Technical Writing
TensorFlow
Keras
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Software Consultant
Minio, inc
2016-02-01-2017-05-01
Minio is a open source object storage server similar to Amazon S3. Here are the list of things which resposibilities at Minio included....
Minio is a open source object storage server similar to Amazon S3. Here are the list of things which resposibilities at Minio included.
- Develop core parts of the server.
- Work on client libraries.
- Improve performance of Minio Cloud Storage Server.
- Build tools to test correctness and performance of the server.
- Lead Minio's integration with other platforms.
- Engage with Minio open source community.
Amazon S3
Docker
Kubernetes
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Amazon S3
Docker
Kubernetes
Go (Golang)
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PROJECTS
Blog series on AI View Project
2017
Series of beginner friendly tutorials on AI
Series of beginner friendly tutorials on AI
Deep Learning
Technical Writing
AI (artificial intelligence)
Deep Learning
Technical Writing
AI (artificial intelligence)
Vechicle detection and tracking View Project
2017
Using advanced computer vision techniques identify and track lane lines on the road from live stream of video under varying lighting and...
Using advanced computer vision techniques identify and track lane lines on the road from live stream of video under varying lighting and road conditions. Essential part of self driving cars.
Machine Learning
Computer Vision
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Machine Learning
Computer Vision
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