add build environment for CICD build

- Reframe summary around cutting cost/complexity and shipping in
  high-friction environments; drop generic personality filler
- Downgrade Airflow bullet to authoring DAGs (not platform ownership)
- Fix stray tilde spacing on "1 PB" and "12 hours"
- Trim bullet tails to remove orphaned words and hold one page

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

.forgejo/workflows/build.yml

@@ -2,7 +2,7 @@ name: Build Resume
 on: [push]
 jobs:
   build:
-    runs-on: docker
+    runs-on: shell
     steps:
       - name: Checkout
         run: |

.gitignore

@@ -1,4 +1,5 @@
 *.aux
 *.log
 *.pdf
-trash
+trash
+TRP-DF.md

examples/resume/experience.tex

@@ -11,25 +11,37 @@
 
 %---------------------------------------------------------
 
+\cventry
+{AI Software Engineer (Contract)} % Job title
+{T. Rowe Price} % Organization
+{Baltimore, Maryland} % Location
+{May 2026 - Present} % Date(s)
+{
+  \begin{cvitems}
+    \item {Bridged T. Rowe Price and an external AI consultancy to continue in-flight GenAI work after their offboarding}
+    \item {Built GenAI scaffolding on Snowflake Cortex and AWS Bedrock: Streamlit interfaces, DBT pipelines, and AgentCore/MCP prototypes}
+    \item {Navigated T. Rowe Price's fragmented systems to provision access and clear CI/CD gates (quality, SAST, testing), unblocking AI platform delivery}
+  \end{cvitems}
+}
+
+
 \cventry
 {Staff Software Engineer} % Job title
 {Forterra} % Organization
 {Clarksburg, Maryland} % Location
-{Dec. 2021 - Present} % Date(s)
+{Dec. 2021 - May 2026} % Date(s)
 {
   \begin{cvitems} % Description(s) of tasks/responsibilities
-    \item {Lead design and development of cloud-native data infrastructure powering autonomous vehicle telemetry and operational analytics}
-    \item {Architect and implement Python microservices on AWS Lambda and ECS, processing large-scale S3 event-triggered data streams}
-    \item {Deploy and manage Apache Airflow on AWS GovCloud, orchestrating pipelines that decode proprietary robotics formats into analytics-ready datasets}
+    \item {Led design and development of cloud-native data infrastructure powering autonomous vehicle telemetry and operational analytics}
+    \item {Architected and implemented Python microservices on AWS Lambda and ECS, ingesting up to 500,000 files/day into a 1 PB S3 data lake; automated Glacier/Deep Archive tiering cutting storage costs \$10--15K/month}
+    \item {Wrote Apache Airflow DAGs on AWS GovCloud to decode proprietary robotics formats into analytics-ready datasets}
     % \item {Design and optimize PostgreSQL RDS databases, including complex schema, queries, materialized views, and reporting pipelines for engineering, compliance, and executive teams}
-    \item {Design and optimize PostgreSQL databases, queries, materialized views, and reporting pipelines for engineering, compliance, and executives}
+    \item {Designed and optimized PostgreSQL databases, materialized views, and reporting pipelines for safety, platform, integration, and devops teams}
     % \item {Own Terraform infrastructure-as-code deployments covering cloud networking (transit gateways, VPNs), IAM policies, serverless, container workloads, and CI/CD pipelines}
-    \item {Own Terraform infrastructure-as-code deployments, including cloud networking, IAM, serverless, container workloads, and CI/CD pipelines}
+    \item {Owned Terraform infrastructure-as-code deployments, including cloud networking, IAM, serverless, container workloads, and CI/CD pipelines}
     % \item {Build and maintain end-to-end data pipelines supporting safety, regulatory, and business reporting across multiple internal systems}
-    \item {Integrate corporate APIs (Microsoft Graph, SharePoint, Slack) for authentication, automated reporting, and operational notifications}
-    \item {Provide technical leadership in project planning, architecture, estimation, and mentor junior engineers}
+    % \item {Integrate corporate APIs (Microsoft Graph, SharePoint, Slack) for authentication, automated reporting, and operational notifications}
     % \item {Collaborate cross-functionally to uncover operational data challenges, refine requirements, and shape backend systems that directly support engineering and business goals}
-    \item {Collaborate cross-functionally to address data challenges, refine requirements, and shape backend systems supporting business goals}
   \end{cvitems}
 }
 
@@ -43,7 +55,7 @@
   \begin{cvitems} % Description(s) of tasks/responsibilities
   \item {Led complex field deployments of Edgybees real-time video georegistration platform at customer sites}
   \item {Integrated customer hardware, networks, maps and telemetry streams in air-gapped Kubernetes environments}
-  \item {Designed and delivered Python-based GIS backend services, including raster tiling pipelines and tile reprojection tools, eliminating reliance on external GIS servers and improving performance, portability and hardware footprint}
+  \item {Replaced proprietary ESRI/ArcGIS with GDAL/NumPy pipelines, cutting state-scale terrain processing from days to 12 hours on consumer hardware and eliminating external GIS servers and vendors}
   \item {Developed in-house expertise on MISB 0601 video telemetry standards to troubleshoot live video georegistration bugs at customer sites}
   \item {Served as primary technical liaison during customer onboarding, providing hands-on support for deployment, configuration, and training}
   \item {Delivered high-stakes technical demos to government and defense stakeholders, securing operational adoption}
@@ -59,8 +71,7 @@
 {
   \begin{cvitems}
     \item {Ported a large discrete-choice modeling codebase from single-node to map-reduce architecture}
-    \item {Developed statistical algorithms in Python, and SAS/IML for integration into production systems}
-    \item {Rigorously validated numerical results against industry benchmarks to ensure accuracy and reliability}  
+    \item {Developed and validated statistical/econometric algorithms (discrete-choice methods) in Python and SAS/IML, benchmarking results against industry standards for production integration}
   \end{cvitems}
 }
 
@@ -72,9 +83,8 @@
 {Oct. 2016 - Oct. 2018} % Date(s)
 {
   \begin{cvitems}
-    \item {Led statistical methodology and calculations for NIH grant proposals and peer-reviewed articles}
+    \item {Led statistical methodology, study design, and analysis for NIH grant proposals and peer-reviewed publications}
     \item {Directed early-stage data exploration and visualization to uncover patterns and support clinical decision-making}
-    \item {Managed PostgreSQL databases to maintain data integrity and support operations}
   \end{cvitems}
 }
 
@@ -86,8 +96,7 @@
 {Aug. 2010 - Jul. 2016} % Date(s)
 {
   \begin{cvitems} % Description(s) of tasks/responsibilities
-    \item{Developed transportation simulation and discrete-choice models in C and R}
-    \item{Supported publications: literature review, data analysis, model implementation}
+    \item{Developed transportation simulation and discrete-choice models in C and R, from literature review to peer-reviewed publication}
     \item{Designed and taught graduate-level discrete-choice modeling courses}
 \end{cvitems}
 }

examples/resume/skills.tex

@@ -27,7 +27,7 @@
 
 \begin{cvskills}    
   \cvskill
-  {Programming \& Scientific Computing}{\begin{minipage}[t]{0.7\textwidth}
+  {Programming}{\begin{minipage}[t]{0.7\textwidth}
     Python, C, C++, R; object-oriented, procedural and functional design
   \end{minipage}}
 
@@ -40,4 +40,9 @@
   {Data \& Numerical Methods}{\begin{minipage}[t]{0.7\textwidth}
     PostgreSQL, data modeling, numerical simulation/optimization, BLAS
   \end{minipage}}
+
+  \cvskill
+  {GenAI \& Agentic Engineering}{\begin{minipage}[t]{0.7\textwidth}
+    Snowflake Cortex, AWS Bedrock, AgentCore, MCP, RAG concepts, AI-assisted development (Claude Code)
+  \end{minipage}}
 \end{cvskills}

examples/resume/summary.tex

@@ -11,10 +11,10 @@
 
 %---------------------------------------------------------
 
-Data-focused and design-minded software engineer with over a decade of experience spanning research, 
-backend development, and data engineering. 
-Skilled at building scalable, reliable systems with a startup mindset — 
-pragmatic, driven, and focused on quality. 
-Proven leader in customer-facing roles, translating complex technical challenges into real-world solutions. 
-Fiercely committed to doing what’s right, not just what’s easy.
+Software engineer with over a decade spanning research, backend, and data engineering,
+now focused on GenAI platform work.
+Builds pragmatic systems that cut cost and complexity,
+choosing the right tool for the problem rather than the default.
+Equally at home in customer-facing roles and in ambiguous, high-friction enterprise
+environments where the hard part is making things actually ship.
 \end{cvparagraph}

examples/resume_jm_tremblay.tex

@@ -21,7 +21,7 @@
 \documentclass[11pt, a4paper]{awesome-cv}
 
 % Configure page margins with geometry
-\geometry{left=1cm, top=.8cm, right=1cm, bottom=1.8cm, footskip=.5cm}
+\geometry{left=1cm, top=.6cm, right=1cm, bottom=1.1cm, footskip=.5cm}
 
 % Color for highlights
 % Awesome Colors: awesome-emerald, awesome-skyblue, awesome-red, awesome-pink, awesome-orange
@@ -41,6 +41,10 @@
 % Set false if you don't want to highlight section with awesome color
 \setbool{acvSectionColorHighlight}{false}
 
+% Tighten default section spacing to reclaim vertical space
+\renewcommand{\acvSectionTopSkip}{1.5mm}
+\renewcommand{\acvSectionContentTopSkip}{1.2mm}
+
 % If you would like to change the social information separator from a pipe (|) to something else
 \renewcommand{\acvHeaderSocialSep}{\quad\textbar\quad}
 
@@ -56,7 +60,7 @@
 % \address{Sainte-Julie, Qu\'ebec, Canada}
 
 % \mobile{(+82) 10-9030-1843}
-\email{jeanmi.tremblay@gmail.com}
+\email{jm@jmopines.com}
 %\dateofbirth{January 1st, 1970}
 % \homepage{www.posquit0.com}
 % \github{posquit0}