Data scientist with expertise in NLP, computer vision and analytics.
Hi,
I am Pritam, an expert data scientist of applied AI research with real experience in predictive analytics and commercial NLP and computer vision projects in python 3.6 and 3.7.
I have data science projects clients from USA, Canada, Japan and india with their happiness on my completed work.
Here is list of what I can do with expertise for you -
- DIVERSE TEXT PROCESSING,
document classification,
segmentation,
topic modeling,
intent extraction,
NER extraction,
NLU,
NLP models training from scratch/using transfer learning/use state-of-the-art pre-trained vector embeddings such as
BERT, xlnet, elmo and glove models.
- BUILD ANY TYPE OF CHATBOT.
- image and video
classification,
segmentation,
tracking,
recognition,
identification,
watershed,
yolo v3 training from scratch/using as it is,
training image processing models from scratch/using transfer learning/using state-of-the-art pre-trained computer vision models such as
mxnet,
inception v4,
efficientnet,
alexnet,
resnet- 32, 50, 56, 101,
imagenet,
open images,
&
inception resnet v3.
- on excel/csv of about 1 GB, do
data cleaning,
missing data changing
&
wrangling.
- super hyperparameter tuning for deep learning models.
- use 16 types of evaluation metrics.
- save projects's data to csv, json, XML, text, pickle, hickle, hdf5 and save trained models to tflite for android applications and also save models to hdf5, ckpt & pb formats.
Currently I work in python 3.7 in anaconda jupyter ipynb notebook by
tensorflow,
keras,
pytorch,
scrapy,
regex,
spacy,
nltk,
textblob,
rasa,
opencv,
yolo v3,
sklearn,
django,
flask,
tflearn,
automl by autokeras,
pyspark,
MLib,
plotly,
dash,
ggplot,
plotnine,
matplotlib,
seaborn,
wordcloud,
pyodbc,
SQLalchemy,
and other python libraries.
Links of my kaggle and github AI projects are in my portfolio. You can check these.
Also, I worked on huge datasets such as csv file of 4 million rows.
Looking forward for your data science project.
Work Terms
I am flexible on work terms and can work according to your requirements.