diff --git a/.gitignore b/.gitignore index 18262e2..ffe7d41 100644 --- a/.gitignore +++ b/.gitignore @@ -3,5 +3,8 @@ .claude .idea .venv/ +__pycache__/ +*.pyc test/exports/ -test/out/ \ No newline at end of file +test/out/ +*_raw diff --git a/README.md b/README.md index 956c92f..e8f4862 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # WebResume π π» π -A modern, interactive web-based resume β dynamic content loading, dark mode, live editing, and print-ready layout. +A modern, interactive web-based resume - dynamic content loading, dark mode, live editing, and print-ready layout. [](https://hellosaumil.github.io/WebResume) [](https://hellosaumil.github.io/WebResume/v4/) @@ -17,48 +17,50 @@ A modern, interactive web-based resume β dynamic content loading, dark mode, l ### The Why? On the onset of 2026, I wanted to revamp my resume since I last updated it in 2020 after my post-graduation. -My resume lived in an `Apple Pages` template I hand-crafted in 2017 β custom fonts, pixel-perfect spacing, the best I could do at the time. Five years of "just one more tweak" later, spending 20 mins fixing a single bullet point or adding a new project URL was taking more time than it should. +My resume lived in an `Apple Pages` template I hand-crafted in 2017 - custom fonts, pixel-perfect spacing, the best I could do at the time. Five years of "just one more tweak" later, spending 20 mins fixing a single bullet point or adding a new project URL was taking more time than it should. **I wanted something local, easy to edit, maintain, and version control. π** `Google Docs`? Been there, done that, moving text-boxes is not fun. `LaTeX`? Great until you want `_italic-bold-link_` on the same line without selling your soul. `MS Word`? ...let's not. ### The When? -Over the holidays of Christmas 2025, I got my hands on Google's Project Antigravity and vibe-coded a Solar System Android XR app from scratch for my all-new Galaxy XR headset β in a weekend. +Over the holidays of Christmas 2025, I got my hands on Google's Project Antigravity and vibe-coded a Solar System Android XR app from scratch for my all-new Galaxy XR headset - in a weekend. As a backend engineer, I've been using AI pair-programming at work to build delightful websites. I thought: why can't I just make a `WebResume` to complement my limited front-end skills? ### The How? -A resume I actually *enjoy* updating β write content in `Markdown`, watch it `render live`, toggle `dark mode` for β¨vibesβ¨, and hit `Ctrl+P` when a recruiter inevitably asks for a `PDF`. +A resume I actually *enjoy* updating - write content in `Markdown`, watch it `render live`, toggle `dark mode` for β¨vibesβ¨, and hit `Ctrl+P` when a recruiter inevitably asks for a `PDF`. **No frameworks, no build step, just `HTML + CSS + JS` and a little bit of audacity.** ### Some Design Choices -- **Markdown-first content** β I've been living in `.md` files thanks to LLMs; it's the easiest way to add highlights, links, and formatting without drowning in HTML tags. So I made it the data layer. -- **Versioned deployments** β Because past-me and future-me deserve their own URLs. GitHub Pages + Actions auto-deploy `main`, `demo`, `PR previews`, and `tagged version snapshots` β so every iteration is a living, linkable artifact. +- **Markdown-first content** - I've been living in `.md` files thanks to LLMs; it's the easiest way to add highlights, links, and formatting without drowning in HTML tags. So I made it the data layer. +- **Versioned deployments** - Because past-me and future-me deserve their own URLs. GitHub Pages + Actions auto-deploy `main`, `demo`, `PR previews`, and `tagged version snapshots` - so every iteration is a living, linkable artifact. ### Closing Notes I hope this saves time for people who are looking for a simple, local, and easy-to-edit resume template. I hope you enjoy using this resume template as much as I enjoyed building it! ## β¨ Features -- **CSS Inspector** β Hover to inspect font properties +- **CSS Inspector** - Hover to inspect font properties
-- **Dynamic Content Loading** β Resume data from easy-to-edit Markdown files
-- **Live Edit Mode** β All content editable in-browser
-- **Section Reordering** β Drag & drop section titles
-- **Page Preview** β US Letter page constraints & guides
-- **Print Ready** β Optimized for PDF export
+- **Dynamic Content Loading** - Resume data from easy-to-edit Markdown files
+- **Dynamic LaTeX & PDF Export** - Instant 1-page classic LaTeX (Jake's Resume / Computer Modern) generation directly from markdown with one-click Overleaf launch and native `pdfTeX` compilation
+- **Live Edit Mode** - All content editable in-browser
+- **Section Reordering** - Drag & drop section titles
+- **Page Preview** - US Letter page constraints & guides
+- **Print Ready** - Optimized for PDF export
> See [Controls & Features](docs/controls.md) for detailed usage.
## π Quick Start
```bash
-npx serve . # start local server β open http://127.0.0.1:3000
+npx serve . # start local server β open http://127.0.0.1:3000
+python3 scripts/generate_latex.py # generate dynamic LaTeX & 1-page PDF
```
Edit any `.md` file in `data/`, refresh to see changes. See [Data Format](docs/data-format.md) for schemas.
@@ -67,10 +69,12 @@ Edit any `.md` file in `data/`, refresh to see changes. See [Data Format](docs/d
```
WebResume/
-βββ index.html # Main HTML structure
+βββ index.html # Main HTML structure with LaTeX export modal
βββ styles.css # Styling with dark mode support
-βββ script.js # Dynamic loading & interactive features
+βββ script.js # Dynamic loading, interactive features & TeX generator
βββ DESIGN_SYSTEM.md # Typography & spacing style guide
+βββ scripts/
+β βββ generate_latex.py # Dynamic LaTeX & 1-page PDF generator (Jake's Resume template)
βββ data/ # Resume content in Markdown
β βββ header.md
β βββ summary.md
@@ -152,4 +156,4 @@ Thanks to [ - San Diego, CA Β· (prev: Boulder, CO; Toronto, ON)
+#### 2021 - Present
-### [Qualcomm](https://www.qualcomm.com/snapdragon/overview) β San Diego, CA
+##### Distributed Pre-Silicon GPU Driver Validation Platform
-#### 2021 - Present
+- `Designed and led` end-to-end `pre-silicon` GPU validation platform from concept to production, catching regressions and protecting pass rates on proprietary GPU driver code across `5 generations` of `Snapdragon 8 Elite Extreme` (mobile) and `X Elite Extreme` (PC) series chipsets.
+- Scaled validation to `300K+ containers/week` on Windows/Linux across an on-prem `HPC` farm through a fault-tolerant runner harness, covering `Vulkan`/`OpenCL`/`OpenGLES` - `CTS`, `VKPerf`, `GFXReconstruct`, and device-capture replay with `billions of tests` in sandboxed, reproducible runtimes.
+- Parallelized `1100+ days` of serial `CPU-based Adreno emulation` into a `24-hour` nightly cycle (`1100x`) with `Docker`/`Singularity` on `IBM Spectrum LSF`.
+- Built `FastAPI` observability backend on `RedisJSON`/`RediSearch`, powering custom `web dashboards` with `sub-second` live queries over `2M+` records.
+- Architected async `RabbitMQ` pipelines into `Postgres` and a `DuckDB` data lake, offloading raw driver logs to `Artifactory` to keep databases lean.
+- Standardized `Pydantic` result schemas across `10+` Khronos suites that the `on-device benchmark` team adopted directly and extended for KPIs.
+
+##### Automated Regression Triage System
+
+- `Engineered` a cron-scheduled `CI/CD` pipeline that diffs non-passing rows across consecutive nightly logs, builds `Gerrit` commit DAGs, and dispatches multi-stage `Jenkins` bisection workflows, eliminating operational toil from nightly builds with overlapping test failures.
+- Implemented stateful `multi-bisection engine` on a crash-recoverable `JSONL` state loop inspired by [`Karpathy's autoresearch`](https://github.com/karpathy/autoresearch), sharing midpoint builds across failing tests and partitioning commit ranges, isolating C culprits in `O(C log N)` runs instead of `O(K log N)`, cutting compute by `80%`.
+- `Left-shifted` driver validation by compressing the failure-to-fix loop, from detection and `root-cause commit` identification to author notification, enabling `rapid fix iteration` and a sustained `99%` pass rate `week over week`.
+
+##### Agentic Developer Infrastructure
-- `Architected and own` an in-house pre-silicon `GPU validation` `end-to-end automation framework` dispatching `500K+ jobs/week` on `LSF` on-prem, catching driver regressions on flagship `Snapdragon Adreno GPUs`.
-- Parallelized `Docker`/`Singularity` containerized workloads, cutting nightly driver validation cycles from `240 days to 1 day` to support higher throughput.
-- Delivered a `FastAPI` + `RedisJSON`/`RediSearch` backend with `TTL`-based expiry, providing `sub-second` access to live test metrics with `2M+ rows/month`.
-- Designed `web dashboards`, on-demand `Excel` reports, and automated regression `email alerts` to `meet each stakeholder group's reporting needs`.
-- Eliminated reporting bottlenecks via async `RabbitMQ` routing to `Postgres` and `Artifactory`, enabling independent scaling of each layer.
-- Standardized `Pydantic` canonical schemas across `10+` Khronos test suites; adopted by the benchmarking team, `saving months of engineering effort`.
-- Introduced `MCP servers` wrapping live `API` backends, making `LLM-queryable operational infra`; drove org-wide adoption of `agentic coding` (`Cline`).
+- `Shipped` `MCP` server with `OAuth2` over live infra APIs plus a `LangGraph`/`ChromaDB` RAG over internal docs, making operational data LLM-queryable.
+- Drove org-wide adoption of agentic coding with `Cline`, `Codex CLI`, delivering talks on MCP-based developer workflows and writing custom Skills.
---
## Data Science Developer, Applied ML
-### [KORE Wireless](https://www.korewireless.com/) β Blue Ash, OH
+### [KORE Wireless](https://www.korewireless.com/) - Blue Ash, OH
#### 2020 - 2021
@@ -27,7 +37,7 @@
## Assistant Researcher, Deep Learning
-### [Marine Bio-acoustics Research Collaborative (MBARC)](https://acoustics.ucsd.edu), [SDSU](https://roch.sdsu.edu/index.php/research-overview) β San Diego, CA
+### [Marine Bio-acoustics Research Collaborative (MBARC)](https://acoustics.ucsd.edu), [SDSU](https://roch.sdsu.edu/index.php/research-overview) - San Diego, CA
#### 2019 - 2020
diff --git a/data/projects.md b/data/projects.md
index 538fb9b..03eb971 100644
--- a/data/projects.md
+++ b/data/projects.md
@@ -1,19 +1,6 @@
-### [JobPostHighlightsExtension β Chrome Extension for Job-Resume Matching](https://github.com/hellosaumil/JobPostHighlightsExtension)
-
-##### Chrome MV3, 2-Stage Pipeline, Hybrid Refinement, Prompt API, Summarizer API, Gemini Nano, Gemini Cloud, Ollama
-
-- Developed `Chrome MV3` extension with `2-stage LLM pipeline` (extract β score) + `hybrid refinement` pass to detect and fill missing fields.
-- Engineered `multi-provider AI` architecture supporting `Gemini Cloud`, `Ollama`, and `on-device Gemini Nano` via Chrome's `Prompt API`.
-- Optimized inference latency with `pre-warmed model sessions` at startup; subsequent evaluations use `clone()` for `sub-second` response times.
-- Designed dual-mode UI (`sidepanel` + `pop-out window`) with dark/light themes and `Cmd+J`/`Ctrl+J` shortcut via `Chrome Commands API`.
-
----
-
-### [Satellite Terrain Classification β Distributed ML on AWS EMR](https://github.com/hellosaumil/deepsat-aws-emr-pyspark)
+### [Satellite Terrain Classification - Distributed ML on AWS EMR](https://github.com/hellosaumil/deepsat-aws-emr-pyspark)
##### Distributed ML, Image Classification, PCA, Random Forests, PySpark, AWS EMR, S3
- Deployed distributed `PySpark ML` pipeline on `AWS EMR` to classify `405K satellite images` across `6 terrain categories`; achieved `92% accuracy`.
-- Reduced training time by `~85%` via `PCA dimensionality reduction` while preserving classification performance on high-dimensional image features.
-- Architected scalable `S3` + `Spark ML` pipelines processing `5.6 GB` at `<$0.20/run` on `m5.xlarge` clusters for cost-efficient batch inference.
-- Structured `dual-mode framework` enabling seamless `local-to-cloud transition`; same codebase runs on local Spark for dev and EMR for production.
+- Architected `S3` + Spark ML pipelines processing `5.6 GB` at `<$0.20/run`, cutting training time `~85%` via PCA dimensionality reduction.
diff --git a/data/skills.md b/data/skills.md
index 4bd27d9..55a7cbc 100644
--- a/data/skills.md
+++ b/data/skills.md
@@ -1,2 +1,2 @@
-- **Infrastructure:** Python, Bash, FastAPI, Pydantic, Redis, RabbitMQ, Docker, Singularity, Kubernetes (Rancher, GKE), LSF (HPC), Postgres, Jenkins
-- **ML & Data:** PyTorch, TensorFlow, PySpark, Pandas, LangGraph, FastMCP, ChromaDB
+- **Infrastructure:** Python, Bash/Shell, Docker, Kubernetes (Rancher, GKE - Google Cloud), IBM LSF (HPC), Git/Gerrit, HTML/CSS/JS, Jenkins CI/CD
+- **Data:** FastAPI, RabbitMQ, Pydantic, Pandas, Redis, DuckDB, Parquet, PostgreSQL - **ML:** PyTorch, TensorFlow, PySpark, LangGraph, FastMCP
diff --git a/data/summary.md b/data/summary.md
index a2f0185..5f0bf72 100644
--- a/data/summary.md
+++ b/data/summary.md
@@ -1 +1,3 @@
-Senior Software Engineer specializing in `distributed infrastructure` and `applied ML systems`, with `5+ years` building test `automation frameworks`, high-performance backends, and developer tooling. At Qualcomm, `architect and own` an end-to-end GPU validation platform orchestrating containerized execution of `500K+ jobs/week` across HPC clusters with real-time reporting handling `~2M rows/month`. Background in `ML research` (GANs, anomaly detection) and `agentic infrastructure` (`MCP servers`, `LLM`-queryable APIs).
+Built the large-scale infrastructure that validates Snapdragon Adreno GPU drivers before the silicon exists, cutting nightly cycles `1100x`.
+Previously, deep learning research in computer vision and speech processing.
+Interested in building tools for the next frontier of compute and agentic infrastructure.
\ No newline at end of file
diff --git a/docs/controls.md b/docs/controls.md
index 3815d0e..316c295 100644
--- a/docs/controls.md
+++ b/docs/controls.md
@@ -10,7 +10,7 @@ The floating control panel (bottom-right) includes:
| βοΈ Edit Mode | Toggle in-browser editing of all resume content |
| π Page Preview | Toggle US Letter page constraints and guides (default: ON) |
| βοΈ Reset | Reload all content from Markdown files and clear edits |
-| π§ CSS Inspector | Toggle CSS property inspection on hover (default: ON) β auto-disables when Edit Mode is active |
+| π§ CSS Inspector | Toggle CSS property inspection on hover (default: ON) - auto-disables when Edit Mode is active |
## CSS Inspector
diff --git a/docs/data-format.md b/docs/data-format.md
index 4b2c2cf..13dceb1 100644
--- a/docs/data-format.md
+++ b/docs/data-format.md
@@ -20,9 +20,10 @@ One or two sentence professional summary paragraph.
## Experience & Projects (`experience.md`, `projects.md`)
```markdown
## Job Title
-### [Company Name](https://example.com) β Location
+### [Company Name](https://example.com) - Location
#### Date Range
##### *Tech Stack: Python, JavaScript, AWS*
+##### Subsection Title (or **Subsection Title**)
- Bullet point with `code formatting`
- Another bullet with **bold text**
@@ -45,11 +46,11 @@ Degree: Bachelor of Technology...
## Skills (`skills.md`)
```markdown
- **Programming:** Python, JavaScript, TypeScript
-- **Tools & Frameworks:** React, Node.js, Docker
+- **Data:** PyTorch, Pandas, PostgreSQL - **ML:** TensorFlow, LangGraph, ChromaDB
```
## Lists (`publications.md`, `leadership.md`, `certificates.md`)
```markdown
-- `[Publication Title](https://doi.org/example)` β Conference Name
-- **Role** β Organization/Event Details
+- `[Publication Title](https://doi.org/example)` - Conference Name
+- **Role** - Organization/Event Details
```
diff --git a/index.html b/index.html
index 4b9b0b4..dc2bac1 100644
--- a/index.html
+++ b/index.html
@@ -6,7 +6,18 @@