Update README.md

README.md

@@ -100,7 +100,7 @@ model-index:
 This is a new kind of model optimization.
 This model is based on MaziyarPanahi/calme-2.1-qwen2-72b, which was tuned from Qwen2-72B.
 
-A paper is currently being written on the technique.
+A paper is currently being written on the technique.  Special thanks to my wife, for putting up with me coding in the basement and on weekends for months!
 
 ## Quickstart
 
@@ -220,7 +220,7 @@ In this role, I advised on the scientific concepts, storylines and film set for
  - Ability to work autonomously in the completion of deliverables
  - Ability to provide technical and analytic direction, guidance and roadmaps for ML projects
  - Excellent communication and presentation skills: able to explain Analytics in non-technical terms to business users (C-level, investors, public presentations etc.)
- - Deep technical expertise and strong problem-solving and data analysis skills
+ - Deep technical expertise and strong problem-solving and data-analysis skills
 
 
 
@@ -236,7 +236,7 @@ In this role, I advised on the scientific concepts, storylines and film set for
  - Avnet and Xilinx · Dec 2018
 
 #### PATENTS
- - WO2018020050A1 - Targeted in situ protein diversification by site directed dna cleavage and repair
+ - WO2018020050A1 - Targeted in situ protein diversification by site-directed DNA cleavage and repair
   
 
 ## EDUCATION
@@ -259,5 +259,6 @@ In this role, I advised on the scientific concepts, storylines and film set for
 
 
 ___________________________________
+I'm based out of Munich, Germany, but I would be interested in working remotely for a team with more compute than my 2x 4090s 🚀
 
 #### Reach out via messaging on HuggingFace, or via [LinkedIn](https://www.linkedin.com/in/dnhkng)