Aditya Soni

About Aditya Soni

Ghanni Khamma! Thanks for passing by! I considered myself as an engineer (YoE ~7) who loves working at the intersection of Data, Software Development and Machine Learning Engineer.I am familiar with ML/DL/NLP, data science, stats, Mathematics and love to do things which can improve lives around us, familiar with System Design Concepts (Grokking + DDIA partially), Using Python for almost everything I could think of (be it a restful API, ML Model, Visualisation etc), Minimal Backend Knowledge!I love working with a team where people don\'t mind trying out thing\'s and eventually achieving the goals that were set out initially [ eventually consistent basically :)], trust each other, above all they are Good Human\'s at heart (and a couple CV ->(eMail -> Kaggle (Competition & Discussion Master!)-> GitHub -> Stack OverFlow ->(Top 4% in Data science Stack Exchange) Professional Highlights (Currently MLE @Intuit)- Stunning Debut A••••@TabSquare.ai for my efforts in the first 3-4 month\'s at the ORG and taking complete ownership, 2021- Top 3% of 3400 Teams, Silver Medal, Q&A, Kaggle, 2021- Machine Learning Engineer + SDE @TCS(Apple), 1.8 YoE- Innovation Pride Award @TCS(Apple), 2021- Kaggle Competition Master, 2021 (Kaggle)- Technical Excellence Award @TCS(Apple), 2020- Top 7% of 1600 Teams, Bronze Medalist, Google Quest, Kaggle, 2020- International Award by ODS.AI for contributing to mlcourse.ai, Moscow, 2019- Rank 7th out of 2023, Gold Medalist, PetFinder.My, Kaggle, 2019- Presidency Award for Academic Excellence 3rd Year, IEM, 2018- All India 2nd Runner Up in DataHack@NMISS, HYD, 2018- Teaching Assistant @ mlcourse.ai, OthersInterested in Data Science (ML/NLP/DL)(3.5+ years), Python, PyTorch, Keras, FastApI, Redis, MongodB, GCP, System Design, Algo/DS, AWS/GCP, Pandas/PySpark, Shell Scripting, DevOps, Tableau, Mathematics Lover, Kaggler in free time (Master\'s Tier) and many MetaSelf Learner, Ever Learning Intentions, Night Owl, Deeply Convoluted Mind, FastAI - Known as @ecdrid at many places.In case you liked my profile and feel I am potentially a good fit, do reach out on LinkedIn or drop me an email!(Thanks)Please drop me an email or refer me.(a••••••••@gmail.com)Thanks For Passing By!

Experience

1. Senior Software Engineer

   Intuit

   Aug 2024 — Present · Bengaluru, IN

   We\'ll justify the title and then update here :)- Working on powering low latency Autonomous Insights System globally on various customer\'s Smart Reports / KPIs (P/L, Balance Sheet statements etc) across whole of QBO different SKUs (Advanced, Plus, IES etc)- Reduced the daily running cost for the Insights Pipeline Infra by X%(50<X<100)- Working on Intuit Assist Experiences and leveraging the GenOS on the flagship product(s) of Intuit for the Mid Market and Intuit Enterprise Suite customers- 3rd succesful year for RICON (A realtime churn model) handling ~200TPS on average daily and ~800 TPS at peak with 99.99% availability and 0 incidents- Adhoc bug fixes, Jira tickets CVE patches and etc, you know regular adhoc tasks and requirements always keep flowing in due to other organizational changes!

Education

• Institute Of Engineering and Management

  Bachelor of Technology(B.Tech), Information Technology, Information Technology

  2015 — 2019

• Birla High School

  Higher Secondary, Computer Science,Physics,Mathematics,Chemistry

  2013 — 2015

• St Aloysius Orphanage and Day School

  ICSE Class 10, Science, Computer science, Mathematics and Other Languages

  2005 — 2013