**XXXxXXXX**##%%88888%%%###****#XXxx==+==++++++++++------- aarkin@github
%%%%%%%%%%%##******###%%8888888%%##%%%%%%%%####%%%%%%%%%## ------------------------------
******###%%%%%%%######****XX***#XX****####%%%%%%########## .Location: .......... Bengaluru
XXXXX********###%%8%#*=++=X*#**#8888888888888%%%%%%%%%%%%# .Company: .............. NetApp
***********XXXX*#*;'.. ...';~~~-+*#####**####**XXXXXXXX*** .Role: .................... SWE
XXXXXXXX******##*: . .. .:::;;-;;--+X*XXXXXXXX********### .Since: .............. Apr 2025
XXXXXXXXXXXXXX+;. . ..'.':'~#8888%%%%%%%%%%%%%%%
########****#+ .'. ~####**************#* .Stack: .... Python, Agentic AI
*****#######=~; '-=x+----~~~---~ :*################### .Focus: ......... LLM, RAG, MCP
xXXXXX******+'. '+===xXXX*******%X;' X8%%%%%%%%%%%#######
====xxxxxXXXX~ :===xxXX**XX***##%=:'x*******XXXXXXXXXXXX .Proj: ..... Shift AI Assistant
+++++========x: ;+~::'::;--:'..:~=*~'+Xxxxxxxxx========== .Proj: ........ DataOps Toolkit
-------------+~ -:.. '+X~. .::=X:=======+++++++++++-- .Proj: ....... AIDE (OAuth 2.0)
~~~~~~~~~~~~~;~:.+-;;::~-=X%#X=+=x*##---~----------~~~~~~~
;;::::::::::::';'+X****xXXX*##*=x#%%%x+:;;;;;;;;;;;;;;;;;; .Edu: ......... PICT, 9.31 CGPA
'''''''''''''..:~-=xx+--~'.'''-=;:~=x#-':::::::::::::::'': .Grad: ........ MSCS, UT Austin
--;;: .:'.':~+++~ .;--..'''''''''''''''...
.:::..:;~;;~-+==;:~- ................... - LeetCode -------------------
:::;;;:::;--+=-;;. ....... ......... .Rank: ................. Knight
'''''':::::::::''::::':;~~:'':-=+-'. ............ ........ .Percentile: ........ Top ~2.5%
;~~----+++++---+x#-~-'..''... .'~='.'''''''''''''.'''''...
~~~--------++X;*%X+~-~:. .;===~....''''''''.''''''.'. - Contact --------------------
;;;;~~-+xX#%+=;~%*x-;~;:''...';+xx~8#+;:...''''........... .GitHub: .............. Aarkin7
:;-+==++%&##*;=.x%*X+;:::::::;-=X*;*&8X=x+:'''':'''''''''' .LinkedIn: ....... aarkinkarnik
-#&8%8#+:x%#%=~+ X%**X-::;;;;~+x**-#%&&X=8&*-;'.'''''''''' .Email: ...... aarkinkarnik2001
+-x%&%#%X:-%*%-~~.X%###*+--+-+x#%#+*%88@*-%@#X#~ .................... @gmail.com
;;x-=88*##;X#*%;-~.x%###%#XxxXXX##-+88&&@==&&+X@=. ...
.X&%+;*8X#=x%*%*.+-.=%%%%%*X*****xX%8*===+;8&*-%&*'''':::: - Open Source ----------------
*###8=.x#XXx%##8+ =+'----~ .+x*%X=&88%~**%~+&%+*%&-.''''': .LiteLLM: ............. BerriAI
.Haystack: ......... deepset-ai
Software Engineer @ NetApp · Bengaluru, India
Building LLM/RAG pipelines, agentic MCP tools, and OAuth-integrated retrievers. Competitive programmer (LeetCode Knight) and open-source contributor.
- Shift AI Assistant — LLM/RAG pipeline
- DataOps Toolkit — MCP tools with LangChain agent orchestration
- AIDE Integration — LangChain custom retriever with OAuth 2.0
- LiteLLM (BerriAI) — cross-tenant security fix
- Haystack (deepset-ai) — agent-loop, data-loss, and
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