Thursday, March 30, 2017

Some more Ideas.

"An idea a day, makes a man healthy, wealthy and happy :-P "

Idea #1
Creating a messenger chatbot which would take the subtitle files of a movie/series. And then based on the characters of the series, it would ask which character would you like the messenger bot to train on. It would train on that data (subtitle files) using machine learning and then you can chat with your favourite character.

Tech Stack: Messenger Chatbot (Python, flask) , Web Interface - Flask , api.ai api's or tensorflow+scikit-learn+pandas

Idea #2
Watch videos with your friends online. You need to enter a video url of youtube and wait it to buffer on all the workstations connected. A small popup window would appear of your friend, which would show up the video of him. Thus you and your friends could react to same video, capture each other's emotions, and release that reaction on youtube for the world to watch.

Tech Stack : Rails 5 (ActionCable , Redis) , Chrome Extension (maybe?)

Idea #3
Create a mobile application which enables personalized education case scenario. The mobile application would be a channel for indirect communication between teachers and students.

Tech Stack : Flask (To build APIs) , Android Developer Studio 




Sunday, March 5, 2017

Instantaneous Systems in Future (Applications of AI, ML and DA)

A lot has been already talked about AI, Machine Learning and Data at a superficial level. There is very little clarity among people that how it would affect our day to day lives. Most people I know have the impression of AI as a Robot that has near human intelligence and would take over the planet earth. This particular use case (although highly exciting) is a rare possibility in future.  In this article I would list the possible use cases of AI, Machine Learning and Data Analysis.

Use Case 1: Cooking food
In the current scenario, we think of what we would like to eat, go to grocery store, pick the right recipe ingredients and then go home and cook the food. This is way too tiring.

Future Case Scenario:-
There is an app which knows and understands your tastes very well. You need to select your mood, and based on the data it has from millions of consumers, it would suggest which food you would like to eat, along with an estimated price for the ingredients. You tap the food, the self driving cars come to your house, delivering the grocery. They put it in a chef-robot-machine which knows how to cook that particular dish very well (from an algorithm) and you can enjoy the food you love. Further customisation could be done for the robot by the mobile application in your pocket.

You can get a personalised experience, 100% quality assurance and very quick results based on the algorithms controlling the robot.

Use Case 2: Education AI
In the current scenario, a teacher comes to the class, and teaches to class with the help of blackboard, or some PowerPoint Presentation at maximum. The students are merely brick in the walls.

Future Case Scenario:-
Every student opens the mobile application on their mobile phones/tablets. The student gets huge variety of courses, along with reviews from industries and professors doing research. After committing to a particular course, students would be grouped and assigned a physical classroom. The learning process would be completely personalised. The mobile application would control assignments, in class exercises and submission of assignments (using photographs). The teacher would give the evaluation to the mobile application and the algorithm would compute the actionable insights for each and every student. All the actionable insights would be categorised and separate sessions would be held to work on those actionable insights. There would be no exams to evaluate knowledge, instead there would be peer-to-peer feedback to understand co-cooperativeness,  projects to understand vision and creativity and finally continuous human-jamming sessions to understand the thinking of students and help them in achieving their goals. To ensure a student has learnt something properly, interviews(vivas) and a small written test would be held which could be given at any time, according to the student's convenience.
Most of this is about re-imagining workflow but again at each of the crucial junctions, it need machine learning and artificial intelligence.

Use Case 3: Energy
I have already written an article where I talked about internet of things in much clearer sense in my article written over here , http://www.vaibhavgeek.tech/2012/04/vision-electronic-cloud.html


Friday, February 17, 2017

A new Forte

Since childhood we are all surrounded by all sort of media around us. It serves as a great influence on moulding our minds. Given the fact that my english grammar has become completely horrible and I can't even construct sentences with correct grammar, leaves me no other choice apart from venturing into a new field althogether that is :- making short films.

I have most certainly spent last two days trying to cook up a script which glorifies and comics the situations in college life. It was kind of difficult task which makes me appreciate people who make videos a lot more. I wouldn't care much if the film gets less number of views but I would kind of regret if the film turns out a nuisance. Creating an intertwined story and keep the audience engaged at every frame of your video is extremely challenging. I think movies made Raju Kumar Hirani do this very well that they never bore their audience. Each movie plot has subplot which are coherently linked together in this amazing sequence.

 I will post the video of making, the complete film over here in some time. Keep tight. :-)

Saturday, February 11, 2017

What next?

This blog has been a place for me to organise my thoughts properly and post about events of my life. This is the first weekend after 3 weekends that I have not been travelling or staying awake whole night and writing code. I finally have some time to organise my thoughts properly. There are three technology sectors that are said to have high importance, they are largely :-

  1. IOT (Internet of things)
  2. Blockchain 
  3. Artificial Intelligence (including data analysis)
It is interesting how all of these combined, would lead to complete automation of industries which is slightly disastrous and exciting at the same time. Now like all technologies, they have to be groomed and properly nurtured by industries to take effect.

IOT- Energy
AI - Education
Blockchain - Payment Systems

To be completely honest, instead of building things over a weekend. I want to build something more serious while doing projects in these fields.

Thursday, February 9, 2017

Selected by FbStart Programme

I will receive 40,000 $ in services and tools which are provided by facebook and its' partners. Isn't it super cool!