Personal Information
Organization / Workplace
San Francisco Bay Area United States
Occupation
Senior director data engineering
Industry
Technology / Software / Internet
Website
patricknicolas.blogspot.com
About
Delivering personalized healthcare solutions at the intersection of analytics, big data and patient engagement.
Built and led a team of software engineers and data scientists to create predictive models (machine + deep learning) using electronic health records.
Tags
machine learning
scala
genetic algorithm
deep learning
electronic health record
kernel function
java
monad
cake pattern
learning classifiers systems
xcs
taxonomy
sentence embedding
pytorch
deep java library
mxnet
apache spark
medical coding
bert
transformer
streaming
lambda architecture
medical ontology
non-linear models
monads
mutation
crossover
contravariant functors
magnet pattern
back pressure
covariant functors
type classes
contravariant functor
tensor
weak references
bifunctor
convariant functor
implicit class
tail recursion
streams
dependency injection
features engineering
stock prediction
auto-regressive markov
scala for machine learning
hidden markov models
multitenancy
isolation
scalability
saas
ad targeting
ctr
implicits
data management
f-bounded polymorphism
delimited continuation
cascading
hbase
hadoop
nosql
map-reduce
mongodb
intrusion detection system
reinforcement learning
symbolic regression
natural language processing
wikipedia
cassandra
neo4j
cloud computing
contextual targeting
See more
Presentations
(13)Likes
(6)Autonomous medical coding with discriminative transformers
Patrick Nicolas
•
1 year ago
AI for electronic health records
Patrick Nicolas
•
3 years ago
TensorFrames: Google Tensorflow on Apache Spark
Databricks
•
8 years ago
Introduction to Scalding and Monoids
Hugo Gävert
•
10 years ago
Advanced Functional Programming in Scala
Patrick Nicolas
•
10 years ago
Intro to Pig UDF
Chris Wilkes
•
14 years ago
Personal Information
Organization / Workplace
San Francisco Bay Area United States
Occupation
Senior director data engineering
Industry
Technology / Software / Internet
Website
patricknicolas.blogspot.com
About
Delivering personalized healthcare solutions at the intersection of analytics, big data and patient engagement.
Built and led a team of software engineers and data scientists to create predictive models (machine + deep learning) using electronic health records.
Tags
machine learning
scala
genetic algorithm
deep learning
electronic health record
kernel function
java
monad
cake pattern
learning classifiers systems
xcs
taxonomy
sentence embedding
pytorch
deep java library
mxnet
apache spark
medical coding
bert
transformer
streaming
lambda architecture
medical ontology
non-linear models
monads
mutation
crossover
contravariant functors
magnet pattern
back pressure
covariant functors
type classes
contravariant functor
tensor
weak references
bifunctor
convariant functor
implicit class
tail recursion
streams
dependency injection
features engineering
stock prediction
auto-regressive markov
scala for machine learning
hidden markov models
multitenancy
isolation
scalability
saas
ad targeting
ctr
implicits
data management
f-bounded polymorphism
delimited continuation
cascading
hbase
hadoop
nosql
map-reduce
mongodb
intrusion detection system
reinforcement learning
symbolic regression
natural language processing
wikipedia
cassandra
neo4j
cloud computing
contextual targeting
See more