rakeshcusat · rakeshcusat · Jun 11, 2025 · Jun 11, 2025 · Copilot · Jun 11, 2025
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
@@ -31,6 +31,7 @@ jobs:
                   mkdocs-htmlproofer-plugin \
                   mkdocs-localsearch \
                   mkdocs-material-extensions \
-                  mkdocs-material[imaging]
-                  mkdocs-git-revision-date-localized-plugin
+                  mkdocs-material[imaging] \
+                  mkdocs-git-revision-date-localized-plugin \
+                  mkdocs-redirects
             - run: mkdocs gh-deploy --force
diff --git a/docs/ai-ml-resources.md b/docs/ai-ml-resources.md
@@ -38,3 +38,10 @@ This section contains the various engineering blogs links specifically around AI
 - [Pinterest engineering blog](https://medium.com/pinterest-engineering/tagged/machine-learning)
 - [Robinhood engineering blog](https://medium.com/robinhood-engineering/eng/home)
 - [Uber engineering blogs](https://www.uber.com/blog/engineering/data/)
+
+## Podcasts
+
+In case you are an avid podcast listener, this could be your list.
+
+- [MLOps Community](https://mlops.community/)
+- [Datacamp](https://www.datacamp.com/)
- [Datacamp](https://www.datacamp.com/)
+- [DataCamp](https://www.datacamp.com/)
- [Datacamp](https://www.datacamp.com/)
+- [DataCamp](https://www.datacamp.com/)
diff --git a/docs/blogs.md b/docs/blogs.md
@@ -0,0 +1,3 @@
+# Blogs
+
+This is just a place holder page. We are redirecting it to https://englife101.medium.com/
diff --git a/docs/judging-review.md b/docs/judging-review.md
@@ -8,8 +8,17 @@ I welcome opportunities to contribute as a judge or reviewer. Please contact me
 
 ## Past Engagements
 
+- Conference Paper Review
+
+    - International Conference on Machine Learning (ICML) 2025 Workshop WCUA Reviewers
+    - International Conference on Machine Learning (ICML) 2025 Workshop MUGen Reviewers
+
 - Book Review
+
     - [System Design on AWS](https://a.co/d/gwYwJM7)
+
 - Hackthon Judging
+    - [Beam College Hackathon](https://beamcollege.dev/hackathon/), May, 2025
+    - [r/AI_Agents 100k Hackathon!](https://lu.ma/ai-agents-hackathon), May 21, 2025
     - Lyft Hackathon 2025
     - NextNice 2025
diff --git a/docs/talks.md b/docs/talks.md
@@ -1,6 +1,7 @@
 # Public Speaking
 
 I love to speak at conferences to share my knowledge with like minded people. I have listed down some of the past talks and upcoming talks for reference.
+I also write engineering blogs which you can find [here](https://eng.lyft.com/search?q=rakesh).
 
 ## Invite me to speak
 
@@ -18,7 +19,11 @@ You can find my contact details [here](contact.md). I look forward to hearing fr
 
 ## Upcoming Talks
 
-:construction:
+### Beam Summit New York, USA, 2025
+
+**Title:** Scaling Real-Time Feature Generation Platform @ Lyft
+
+- [website](https://beamsummit.org/sessions/2025/scaling-real-time-feature-generation-platform-lyft/)
 
 ## Past Talks
 

diff --git a/docs/yearly-goals.md b/docs/yearly-goals.md
@@ -2,21 +2,27 @@
 
 I'm documenting my yearly goals here to stay accountable. My initial focus is on these core objectives, with the possibility of adding more later. The priority is to keep the scope realistic and achievable within my busy schedule.
 
+## 2026
+
+- [ ] Publish a Book
+
 ## 2025
 
 - [ ] Publish engineering blogs
-    - [ ] At least one engineering blog at Lyft.
+    - [x] At least one engineering blog at Lyft.
+        - [x] [Real-Time Spatial Temporal Forecasting at Lyft](https://eng.lyft.com/real-time-spatial-temporal-forecasting-lyft-fa90b3f3ec24)
     - [ ] At least one engineering blog through well known publisher available on Medium platform. Help me find good publishers that cover real-time systems and MLOps.
-- [ ] Apply for a Patent
+- [ ] Apply for a Patent :construction:
 - [ ] Read these books
     - [ ] [AI Engineering Book by Chip Huyen](https://a.co/d/1yFRjhV)
     - [x] [Generative AI on AWS by Chris Fregly, Antje Barth & Shelbee Eigenbrode](https://a.co/d/3bz4c1w)
     - [ ] [Hands-On Large Language Models by Jay Alammar & Maarten Grootendorst](https://a.co/d/eTCQLsw)
-- [ ] Read these papers
+- [x] Read these papers (Feel free to suggest more papers)
     - [x] [Model Cards for Model Reporting](https://arxiv.org/pdf/1810.03993)
     - [x] [Machine Learning: The High-Interest Credit Card of Technical Debt](https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43146.pdf)
 - [x] Connect with at least one person who is working in AI/ML domain. Mainly to learn from his/her experience.
-- [ ] Present at an international conference with a primary focus on MLOps.
+- [ ] Present at an international conference with a primary focus on MLOps. :construction:
+- [ ] Become Apache Committer. :construction:
 
 ## 2024
 

diff --git a/mkdocs.yml b/mkdocs.yml
@@ -17,6 +17,7 @@ nav:
     - Home: index.md
     - Experiences: experiences.md
     - Talks: talks.md
+    - Blogs: blogs.md
     - AI/ML Resources: ai-ml-resources.md
     - Judging / Review: judging-review.md
     - Yearly Goals: yearly-goals.md
@@ -89,3 +90,6 @@ plugins:
     - privacy
     - git-revision-date-localized:
           fallback_to_build_date: true
+    - redirects:
+          redirect_maps:
+              "blogs.md": "https://englife101.medium.com/"
diff --git a/requirements.txt b/requirements.txt
@@ -31,6 +31,7 @@ mkdocs-htmlproofer-plugin
 mkdocs-localsearch
 mkdocs-material
 mkdocs-material-extensions
+mkdocs-redirects
 natsort
 nodeenv
 packaging
Original file line number	Diff line number	Diff line change
		@@ -0,0 +1,3 @@
		# Blogs

		This is just a place holder page. We are redirecting it to https://englife101.medium.com/