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feat: add Derek's CV using Awesome-CV format
Migrates Derek's CV from res.cls to Awesome-CV (lualatex). Updates awesome-cv.cls font to Source Sans Pro for Docker TeX Live 2025 compat. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
parent
04bdefb7f6
commit
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8 changed files with 240 additions and 3 deletions
9
Makefile
9
Makefile
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@ -1,14 +1,21 @@
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.PHONY: examples
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.PHONY: examples derek
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CC = lualatex
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EXAMPLES_DIR = examples
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RESUME_DIR = examples/resume
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CV_DIR = examples/cv
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DEREK_CV_DIR = cv
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RESUME_SRCS = $(shell find $(RESUME_DIR) -name '*.tex')
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CV_SRCS = $(shell find $(CV_DIR) -name '*.tex')
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DEREK_CV_SRCS = $(shell find $(DEREK_CV_DIR) -name '*.tex')
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examples: $(foreach x, coverletter cv resume, $x.pdf)
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derek: derek.pdf
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derek.pdf: derek.tex $(DEREK_CV_SRCS)
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$(CC) derek.tex
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resume.pdf: $(EXAMPLES_DIR)/resume.tex $(RESUME_SRCS)
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$(CC) -output-directory=$(EXAMPLES_DIR) $<
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@ -81,7 +81,7 @@
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\defaultfontfeatures{
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Renderer=HarfBuzz,
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}
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\setmainfont{Source Sans 3}[
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\setmainfont{Source Sans Pro}[
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UprightFont=*,
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ItalicFont=* Italic,
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BoldFont=* Bold,
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@ -89,7 +89,7 @@
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FontFace={l}{n}{Font=* Light},
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FontFace={l}{it}{Font=* Light Italic},
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]
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\setsansfont{Source Sans 3}[
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\setsansfont{Source Sans Pro}[
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UprightFont=*,
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ItalicFont=* Italic,
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BoldFont=* Bold,
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29
cv/education.tex
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29
cv/education.tex
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%-------------------------------------------------------------------------------
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% SECTION TITLE
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%-------------------------------------------------------------------------------
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\cvsection{Education}
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%-------------------------------------------------------------------------------
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% CONTENT
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%-------------------------------------------------------------------------------
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\begin{cventries}
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%---------------------------------------------------------
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\cventry
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{MEng Electrical \& Computer Engineering \textnormal{--- \textit{Magna Cum Laude + Honours}, GPA \textbf{4.0}}} % Degree
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{University of Louisville} % Institution
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{Louisville, KY, USA} % Location
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{Dec. 2011 -- Dec. 2012} % Date(s)
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{}
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%---------------------------------------------------------
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\cventry
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{BSc Electrical \& Computer Engineering, Mathematics Minor \textnormal{--- GPA \textbf{3.6}}} % Degree
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{University of Louisville} % Institution
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{Louisville, KY, USA} % Location
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{Aug. 2007 -- Dec. 2011} % Date(s)
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{}
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%---------------------------------------------------------
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\end{cventries}
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92
cv/experience.tex
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92
cv/experience.tex
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%-------------------------------------------------------------------------------
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% SECTION TITLE
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%-------------------------------------------------------------------------------
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\cvsection{Experience}
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%-------------------------------------------------------------------------------
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% CONTENT
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%-------------------------------------------------------------------------------
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\begin{cventries}
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%---------------------------------------------------------
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\cventry
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{Machine Learning Success Engineer} % Job title
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{\href{https://www.huggingface.co/}{Hugging Face} (World-leading Open-source AI Unicorn)} % Organization
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{Abu Dhabi, UAE} % Location
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{Dec. 2022 -- Present} % Date(s)
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{
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\begin{cvitems} % Description(s) of tasks/responsibilities
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\item {Drove HF's largest-ever quarter (Q1 2024): single-handedly supported Account Executives to achieve 120\% of team goal}
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\item {Guided Fortune 500 to startup teams on Agentic Workflows, LLM fine-tuning, RAG, synthetic data generation, and model evaluation for Finance \& Healthcare}
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\item {Deep expertise in inference optimization: quantization, compact models, multi-LoRA serving, and \href{https://huggingface.co/blog/billion-classifications}{large-scale profiling}; published on \href{https://datavistics.github.io/posts/arabic-rag-1/}{Arabic RAG}, \href{https://huggingface.co/spaces/derek-thomas/fawkes}{Speech-to-Speech}, and Multi-LoRA}
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\item {High-impact speaker at GITEX Dubai, Seoul, and Singapore; grew ML Success team by 300\%; pioneered HUGS and SafeCoder}
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\end{cvitems}
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}
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%---------------------------------------------------------
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\cventry
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{Customer Facing Data Scientist} % Job title
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{\href{https://www.datarobot.com/}{DataRobot} (AutoML Platform)} % Organization
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{Abu Dhabi, UAE} % Location
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{Nov. 2021 -- Sep. 2022} % Date(s)
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{
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\begin{cvitems} % Description(s) of tasks/responsibilities
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\item {First Data Scientist in the MENA region; conducted DataRobot's \href{https://www.datarobot.com/webinars/getting-started-with-transformers-and-mlops/}{largest-ever Hugging Face partner webinar}}
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\item {Delivered 20+ AI use cases across 10 clients: banking propensity models achieved 5x--13x conversion lift; \href{https://www.datarobot.com/customers/oyak/}{manufacturing} drove \$1.6M/yr savings and $\sim$200K ton CO\textsubscript{2} reduction}
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\item {Pioneered Transformer integration with AutoML \& MLOps monitoring; led DataRobot's first NLP client enablement session}
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\end{cvitems}
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}
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%---------------------------------------------------------
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\cventry
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{Lead Data Scientist / Lead Data Engineer} % Job title
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{UAE Government Contractor} % Organization
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{Abu Dhabi, UAE} % Location
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{Feb. 2021 -- Sep. 2021} % Date(s)
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{
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\begin{cvitems} % Description(s) of tasks/responsibilities
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\item {Built hybrid cloud Big Data platform processing 6M documents/day as team lead}
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\item {Replaced NLP/Geoparsing vendors with Transformer models: saved \$1.9M, improved sentiment recall 20\% and NER accuracy 23\%}
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\end{cvitems}
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}
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%---------------------------------------------------------
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\cventry
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{Senior Data Scientist} % Job title
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{\href{https://g42.ai/}{G42} (AI Startup $\rightarrow$ Unicorn)} % Organization
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{Abu Dhabi, UAE} % Location
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{Apr. 2019 -- Feb. 2021} % Date(s)
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{
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\begin{cvitems} % Description(s) of tasks/responsibilities
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\item {Arabic $\leftrightarrow$ English MT competitive with Google ($\pm$3 BLEU); led Data Engineering responsible for 78\% of BLEU improvement; Apache Airflow pipeline for 24B sentences}
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\item {Improved SotA Entity Linking with BERT for 40K articles/day knowledge graph; adaptive PyTorch binarization filter cut OCR character error rate 50\%}
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\end{cvitems}
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}
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%---------------------------------------------------------
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\cventry
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{Data Scientist} % Job title
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{\href{http://saal.ai/}{Saal.ai} (AI Startup)} % Organization
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{Abu Dhabi, UAE} % Location
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{Mar. 2018 -- Apr. 2019} % Date(s)
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{
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\begin{cvitems} % Description(s) of tasks/responsibilities
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\item {Built NLP REST microservices: Stance Detection (BERT) and Graph Attention Networks for Text Classification; 7-day oil price forecasting}
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\end{cvitems}
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}
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%---------------------------------------------------------
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\cventry
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{Data Analyst; Systems Engineer; FPGA Engineer} % Job title
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{Rockwell Collins (Government Avionics)} % Organization
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{Cedar Rapids, Iowa, USA} % Location
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{Jan. 2014 -- Dec. 2017} % Date(s)
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{
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\begin{cvitems} % Description(s) of tasks/responsibilities
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\item {Developed a real-time data model yielding over \$15,000 in savings its first week of deployment}
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\end{cvitems}
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}
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%---------------------------------------------------------
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\end{cventries}
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34
cv/publications.tex
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34
cv/publications.tex
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%-------------------------------------------------------------------------------
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% SECTION TITLE
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%-------------------------------------------------------------------------------
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\cvsection{Publications}
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%-------------------------------------------------------------------------------
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% CONTENT
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%-------------------------------------------------------------------------------
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\begin{cvhonors}
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%---------------------------------------------------------
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\cvhonor
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{CIKM}
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{\href{https://arxiv.org/abs/2008.00441}{Relation Extraction with Self-determined Graph Convolutional Networks}}
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{}
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{2020}
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%---------------------------------------------------------
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\cvhonor
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{ACL}
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{\href{https://aclanthology.org/2020.acl-main.366.pdf}{Autoencoding Keyword Correlation Graph for Document Clustering}}
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{}
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{2020}
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%---------------------------------------------------------
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\cvhonor
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{SIGIR}
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{\href{https://dl.acm.org/doi/10.1145/3397271.3401203}{Attending to Inter-sentential Features in Neural Text Classification}}
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{}
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{2020}
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%---------------------------------------------------------
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\end{cvhonors}
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15
cv/summary.tex
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15
cv/summary.tex
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%-------------------------------------------------------------------------------
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% SECTION TITLE
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%-------------------------------------------------------------------------------
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\cvsection{Profile Summary}
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%-------------------------------------------------------------------------------
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% CONTENT
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%-------------------------------------------------------------------------------
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\begin{cvparagraph}
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%---------------------------------------------------------
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AI Solutions Architect with 10+ years driving production AI adoption. Expert in Generative AI, LLM Deployment \& Inference, Technical Communication, and Applied Engineering. I excel in roles that blend research, engineering, and customer enablement to deliver measurable business outcomes.
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\end{cvparagraph}
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BIN
derek.pdf
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BIN
derek.pdf
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Binary file not shown.
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derek.tex
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60
derek.tex
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%!TEX TS-program = xelatex
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%!TEX encoding = UTF-8 Unicode
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% Awesome CV LaTeX Template for CV/Resume
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%
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% Template: https://github.com/posquit0/Awesome-CV
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% License: CC BY-SA 4.0
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%-------------------------------------------------------------------------------
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% CONFIGURATIONS
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%-------------------------------------------------------------------------------
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\documentclass[10pt, a4paper]{awesome-cv}
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% Tighter margins to fit 2 pages
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\geometry{left=1.4cm, top=.6cm, right=1.4cm, bottom=1.4cm, footskip=.5cm}
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% Color for highlights
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\colorlet{awesome}{awesome-skyblue}
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\setbool{acvSectionColorHighlight}{true}
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\renewcommand{\acvHeaderSocialSep}{\quad\textbar\quad}
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%-------------------------------------------------------------------------------
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% PERSONAL INFORMATION
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%-------------------------------------------------------------------------------
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\name{Derek}{Thomas}
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\position{AI Solutions Architect{\enskip\cdotp\enskip}ML Success Engineer}
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\address{Abu Dhabi, UAE}
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\mobile{+971 56 997 0806}
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\email{datavistics@gmail.com}
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\homepage{datavistics.github.io}
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\github{datavistics}
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%-------------------------------------------------------------------------------
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\begin{document}
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% Print the header with above personal information
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\makecvheader[C]
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% Print the footer with 3 arguments(<left>, <center>, <right>)
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\makecvfooter
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{\today}
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{Derek Thomas~~~·~~~Curriculum Vitae}
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{\thepage}
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%-------------------------------------------------------------------------------
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% CV/RESUME CONTENT
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%-------------------------------------------------------------------------------
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\input{cv/summary.tex}
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\input{cv/experience.tex}
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\input{cv/publications.tex}
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\input{cv/education.tex}
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%-------------------------------------------------------------------------------
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\end{document}
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