Bioinformatics

heatmaps x 25
volcano-plots x 38
gsea x 3
r-programming x 10
pca x 17
correlation-heatmap x 1
version-control x 1
big-data
bi-data-visualization

Bioinformatics (Platforms/Databases)

gene-ontology x 3
kegg x 16
gene-concept-network x 15
microarray-data x 1
ppi

Bioinformatics (Research Skills)

quality-control x 20
functional-analysis x 22
survival-analysis x 15
dge-analysis x 17
bi-data-visualization
disease-research
statistical-analysis
enrichment-analysis
over-representation-analysis
key-driver-analysis
network-analysis
tf-analysis

Bioinformatics (Tools)

bioconductor x 2
ggplot2 x 1
rstudio
geo
affy-packages
pheatmap
limma
enhanced-volcano
cluster-profiler
enrich-plot
msigdb
enrichr
david
metascape
string-db
gepia
geoquery
r-shiny

Bioinformatics Workflow

bioconductor x 2
quality-control x 20
functional-analysis x 22
dge-analysis x 17
disease-research
r-programming x 10
bioinformatics-programming
volcano-plots x 38
bi-data-visualization

Cloud Computing

docker x 4
aws x 5
aws-deep-learning x 1
cloud-computing x 6
containerization

Discourse

open-source-project x 19
ruby-on-rails x 4
ember-js x 5
yaml
scss x 3
docker x 4
discourse-plugin-development x 1
discourse-tech-stack
discourse-theme-development x 4
discourse-theme-cli x 1
discourse-installation x 5

Discourse Related

discourse x 4
discourse-plugin-development x 1
discourse-tech-stack
discourse-installation x 5
discourse-theme-development x 4
discourse-theme-cli x 1

Drug Discovery Using ML

pipeline-construction
data-visualization x 20
dependency-parsing
version-control x 1
exploratory-data-analysis
bi-clustering
spacy
spark
bionlp
natural-language-processing
dask
drugbank

Ember Js

javascript x 6
mvc
handlebars x 1

Frontend Theme Development

open-source-project x 19
ember-js x 5
javascript x 6
discourse-tech-stack
handlebars x 1
scss x 3
discourse-theme-cli x 1
browser-dev-tools x 1

Full Stack

django x 4
hci x 1
open-source-project x 19
ruby-on-rails x 4
discourse x 4
docker x 4
database-schema x 3
css x 2
java x 1
trello x 4
ember-js x 5
javascript x 6
aws x 5
programming x 2
windows x 1
mac x 1
ubuntu x 4
software-engineering x 1
html x 2
mvc
handlebars x 1
react
yaml
angular
vue
ruby
unit-testing
scss x 3
git
github
debugging x 1

Full Stack (Backend Skills)

ruby-on-rails x 4
api-endpoints
ruby
yaml
mysql x 1
java x 1
javascript x 6
postgres x 1
api-scripting x 2

Full Stack (Concept Skills)

open-source-project x 19
version-control x 1
mvc
unit-testing
discourse-theme-development x 4
discourse-plugin-development x 1
discourse-tech-stack
hci x 1
programming x 2
software-engineering x 1
database-schema x 3

Full Stack (Debugging)

browser-dev-tools x 1

Full Stack (Frontend Frameworks)

ember-js x 5
react
angular
vue
ember
django x 4

Full Stack (Frontend Skills)

css x 2
ember-js x 5
javascript x 6
html x 2
scss x 3
handlebars x 1
sass
js

Full Stack (Pathway Related)

fs-level1-module2 x 3
full-stack x 70
full-stack-showcase x 3
fs-teams-july2020 x 1
resources-fs x 2
fs-level1-module1 x 5
fs-level1-module3 x 2
full-stack-design x 50

Full Stack (Tools)

docker x 4
aws x 5
command-line
github-cli
discourse-theme-cli x 1
ruby-plugin-generator
windows x 1
mac x 1
ubuntu x 4
trello x 4
wsl x 1
browser-dev-tools x 1

Git

merging
rebasing
trees

Github

issues
merge-conflicts
pull-requests
github-cli

Hardware Engineering

fpga
hardware-interoperability
interface-protocols
system-architecture
i2c
uart
embedded-peripherals
system-on-chip
logic-design
embedded-systems-programming
risc-v
instruction-set-architecture

Javascript

arrays x 1
arrow-functions
classes
object-oriented

Machine Learning

python x 8
webscraping x 5
cloud-computing x 6
version-control x 1
containerization
pipeline-construction
transformers
natural-language-processing

Machine Learning (Classification Models)

decision-trees
logistic-regression
random-forest-classifier
feedforward-neural-network
support-vector-machine

Machine Learning (Concepts)

data-augmentation
big-data
clustering
unsupervised-learning
exploratory-data-analysis
bionlp
deep-learning
bi-clustering
hyperparameter-tuning

Machine Learning (Models & Algorithms)

BERT x 2
DistilBERT x 1
decision-trees
logistic-regression
random-forest-classifier
feedforward-neural-network
support-vector-machine
tf-idf x 3
pca x 17
svm
bi-clustering
ensemble-methods
logistic-reg
lstm
embeddings
transformers

Machine Learning Pipeline (NLP)

transformers
pipeline-construction
virtual-collaboration x 5
teamwork x 277
communication x 199
python x 8
text-classification
version-control x 1
natural-language-processing
webscraping x 5
exploratory-data-analysis

Machine Learning (Tools)

flask x 1
beautifulsoup x 1
docker x 4
aws x 5
selenium
colab x 1
transformers
command-line
github-cli
spacy
spark
dask
pytorch
pandas
matplotlib
seaborn
numpy
scipy
streamlit
conda
ebc
drugbank

Machine Learning (Web Scraping)

beautifulsoup x 1
selenium
scrapy
webscraping x 5

natural-language-processing

DistilBERT x 1
tf-idf x 3
word-embedding
text-classification
text-processing
data-augmentation
bag-of-words
tf-idf
BERT x 2

Open Source Project

git
github
local-dev-environment x 17

Open Source Ruby Plugin

open-source-project x 19
ruby-on-rails x 4
database-schema x 3
ember-js x 5
javascript x 6
discourse-plugin-development x 1
discourse-tech-stack
handlebars x 1
scss x 3
mysql x 1
api-scripting x 2

Pathways

machine-learning x 122
hardware-engineering x 6
full-stack x 70
bioinformatics x 139
cloud-computing x 6
user-experience x 10

Soft Skills (Communication)

confidence x 1
communication x 199
effective-communication x 4
visual-communication
responsiveness
presentation x 11
public-speaking x 1
soft-skills x 4
interview-experience x 2

Soft Skills (Critical Thinking)

creative-thinking x 2
research x 14
logical-thinking x 1
problem-solving x 9
pattern-recognition
troubleshooting x 2
lateral-thinking
strategic-thinking
curiosity
growth-mindset
patience
active-learning x 2
self-assessment x 668

Soft Skills (General)

perseverance x 1
passion x 1
attendance x 2
motivation x 1
dedication x 1
management-consulting x 1

Soft Skills (Leadership)

technical-leadership x 4
mentoring x 55
project-management x 104
leadership x 84
team-building x 108
delegation
compassion
conflict-resolution
constructive-feedback

Soft Skills (Organizational Skills)

task-management x 6
time-management x 7
goal-setting
planning
prioritizing
organisationskills x 3

Soft Skills (Teamwork)

teamwork x 277
team-building x 108
internationally-diverse-teams x 2
feedback x 1
adaptability x 1
diverse-teams
brainstorming
dependability
active-listening
collaboration x 6
virtual-collaboration x 5
constructive-feedback

STEM-Away® (1-Click® Resume)

resume_e x 2
resume
achievement x 1
patent x 1
award
publication
resume_p x 1
resume_s x 7
resume_ts
resume_vi x 1
resume_l
resume_t x 7

STEM-Away® (Staff Tags)

stemaway-pick
stemaway-pathway x 5
stemaway-star x 4
stemaway-principal-mentor x 1
stemaway-mentor x 2
mentor-chains-lead x 36
bi-l1 x 18
bi-l2 x 30
fs-l2 x 55
ux-l2 x 22
hw-l1 x 17
ml-l1 x 93
ml-l3 x 22

STEM-Away® (General)

stemaway-testimonial x 10
stemaway-blog x 4
stemcasts x 4
debaleena x 1
edustem x 23

STEM-Away® (Pathways)

machine-learning x 122
full-stack x 70
ui-ux x 4
bioinformatics x 139
full-stack-design x 50
ux-design x 59
hardware-engineering x 6
cloud-computing x 6

Usability Testing

prototype-testing
ab-testing

User Experience

information-architecture x 1
user-flows
wireframe
high-fi-prototypes
low-fi-prototypes
mockups
ux-design x 59
usability-testing x 1
low-fidelity-prototyping x 2
high-fi-prototype x 3
ux-research x 76
iphone-design x 1
ux-data-visualization
ui-ux x 4
ux x 1
ux-career x 1

User Experience Principles

wireframe
usability-testing x 1
persona-building
journey-mapping
figma x 1
affinity-mapping
user-interviews
actionable-recommendations
ux-writing
ux-research x 76

User Experience (Research)

ux-research x 76
user-surveys
user-interviews
stakeholder-interviews
diary-studies
persona-building
journey-mapping
card-sorting
prototype-testing
competitor-research
usability-testing x 1
ab-testing
analytics-research
field-research
user-journeys
uat
requirement-tracking
statistics
contextual-inquiry
ux-data-visualization
feature-prioritization
affinity-mapping
prototyping x 1
visualization x 1
data-visualization x 20
survey x 4
onboarding x 2

User Experience (Soft Skills)

concise-recommendations
actionable-recommendations
pattern-recognition
ux-writing
visual-communication

User Experience (Tools)

google-analytics
google-optimize
figma x 1
google-surveys
survey-monkey
atlasti
nvivo
sketch
balsamiq
webflow
fluid-ui
axure-rp
applause
overflow
flow-mapp
adobexd
uxcam
lucid-chart
asana x 1
trello x 4

Ux Research

diary-studies
persona-building
journey-mapping
card-sorting
competitor-research
analytics-research

Other Tags

pilot-project x 1
routes x 1
gene-sequencing x 3
career-change x 1
data-studio x 3
performance-review x 1
ux-learning-resources x 1
math x 1
server-logic x 2
iot x 7
timeline x 1
advanced-biology x 10
data-compression x 1
stanford x 1
ip-law x 1
groundwater-hydrology x 1
graduate-research x 1
hamming-codes x 1
omics x 2
astronomy x 2
data-science x 2
system-debug x 1
random x 2
testimonial-univeristy x 2
breakthrough-biology x 1
cognitive-science x 1
project-methodology x 1
tco x 1
career-tips x 1
transition-college-career x 3
instructions x 1
recommender-systems x 5
gcp x 7
algorithms x 2
interview-tips x 3
limma-analysis x 21
networking x 2
data-mining x 1
cognitive-diversity x 1
appreciation x 2
similarity-models x 1
gene-filtering x 17
announcements-ml x 1
learning-resources-ml x 15
deep-learning-models x 2
r-trainings x 5
fireside-chat x 7
vaping-pathway x 17
accounts-july2020 x 1
form x 1
events-july2020 x 1
testimonial-stemleader x 1
copd x 1
ecc x 5
group-gene-ontology x 1
string-database x 17
kegg-analysis x 2
agile x 3
log2-mas5-boxplots x 1
arrayqualitymetrics x 1
normalization x 4
widgets x 1
nuse-boxplots x 16
meeting x 7
dna-microarrays x 2
breast-cancer x 1
transcriptional-factor-analysi x 6
universal-geneset-enrichment-a x 6
enrich-gene-ontology x 7
rle-boxplots x 15
diversity x 2
meeting-recap x 2
vp-teams-july2020 x 1
data-analysis x 2
go-analysis x 2
differential-gene-analysis x 4
vaping x 53
testimonial-student x 4
vaping-device x 3
ccrcc x 1
batch-correction x 4
data-curation x 1
stri x 1
ml-teams-july2020 x 3
deg-analysis x 4
cnetplot x 1
bioinformatics-showcase x 1
bioinformatics-pipeline x 1
bls x 5
blockdiagram x 1
tag-recommendation x 1
neural-network x 1
classification x 1
how-to-showcase x 1
career-guidance x 1
ml-level1-module1 x 1
anaconda x 1
parallel-computing x 1
video-editing x 2
motion-graphics x 2
tutorial x 1
documentation x 1
journal-club x 1
technical-breadth x 1
faq x 4
dev-tips x 1
meta-analysis x 1
resume_sa x 48