/ashu298.github.io

Ashutosh Mishra's Github Portfolio

Ashutosh Mishra HitCount

Ashutosh

I am Ashutosh Mishra. I am from Bhubaneswar, Odisha. I am interested in machine learning and Artificial Intelligence. I am a curious bug. I love how the ML is changing the world. I would love to be in the front of the war for AI.

Contact :

Social Media

Skills

Machine Learning Deep Learning Natural Language Processing Image Processing Data Visualization Cloud Computing SQL Python Java C++

Frameworks

Tensorflow Pytorch NLTK Keras SKLearn OpenCV MongoDB Flask Django

Work Experience

1. Data Science Intern with IntelIndexer LLC (01/2018-03/2018)

  • Process economic/finance domain algorithms and methods for feature extraction.
  • Use LSTM, Dynamic Time Wraping, Clustering and scalable methods to build prediction system.
  • Create a GDP prediction system with 5% more accurate than IMF.

2. Machine Learning Intern with TINO IQ (04/2018-07/2018)

  • Financial data modeling.
  • Statistical analysis on long term prediction for hedge-funds like S&P 500 with 92% accuracy.
  • Testing and developing models for stock price prediction.

Projects

1. Unique Doodle Generation

  • Generating new doodle images for different images using Generative Adversarial Networks.
  • Tech : Python , Deep Learning, GANs
  • Github and Site Link

2. Deep Representation of Textual descriptions

  • Generating images from text descriptions using Attention-GAN and Stack-GAN.
  • Tech : Python , Deep Learning, AttnGAN, StackGAN, Image Processing
  • Github and Site Link

3. Face_eyes_smile-detection

  • OpenCV application for face, eyes, smile detection. Building MSI/.exe for windows.
  • Tech : Python , OpenCV, cx-freeze
  • Github and Site Link

4. Image Caption Generator

  • Generate Captions for images using VGG16 network.
  • Tech : Python , Deep Learning, torch, bi-CNN
  • Github and Site Link

5. The BOT

  • The AI "THE-BOT" is a community driven smart bot which is build using flask and Restful API responsive, which gives you a Weather, Distance and Your_IP.
  • Tech : Python , HTML, Geo-track
  • Github and Site Link

6. BPUT-APP

  • The AI "THE-BOT" is a community driven smart bot which is build using flask and Restful API responsive, which gives you a Weather, Distance and Your_IP.
  • Tech : Python , HTML, Selenium, ghost-browser
  • Github and Site Link

Education

Certification Subject Date Completed University/School
Bachelor of Technology(B.Tech) Computer Science Engineering and Applications 2019 Indira Gandhi Instt. of Technology(IGIT)
High School Computer Science 2015 DAV Public School, PKT
Secondary Science 2013 DAV Public School, GC

Certificates

A. Coursera

Certificate Link Image License No.
Neural Networks and Deep Learning View as PDF NSLLPHB73CK8
Hyperparameter tuning, Regularization
and Optimization		 View as PDF
98D2WX2TEW3S
Structuring Machine Learning Projects View as PDF CPRG2V273V8W
Sequence Models View as PDF EENSCYPMD9NN
Feature Engineering View as PDF NW9PUATT9BB3
### B. Udemy on ML Bootcamp

Accomplishments

  • TCS IT quiz Qualifier
  • Finalist for 1st Smart India Hackathon