Mar 2025 – Present · 1 yr 2 mos · Bengaluru, Karnataka, India · Hybrid

• Google Cloud - MSCA (ML, Systems, and Cloud AI)

Dec 2023 – Mar 2025 · 1 yr 3 mos · Bengaluru · Hybrid

• Global Payroll
• Global Tax Engine Framework - Designed and developed a framework that generalizes processing of taxes
• for global expansion which has helped in reducing the onboarding of new country. Built a new DSL that had powerful explainability features.
• Payroll Explainability Framework - Developed a LLM based framework to explain payroll to support,
• admins which resulted in reduction of support tickets. It also helped consumers to understand their payroll calculations better. Used LLMs and Langchain framework.

Sep 2022 – Dec 2023 · 1 yr 3 mos · Singapore

• Apple Media Products (AMP) Personalization
• In-App events for Appstore - Played a pivotal role as a core team member in designing, developing, and
• launching the In-app events feature (WWDC 2021) on the Appstore. Personalized In-App events so that both
• developers and users get the best experience.
• “Learning to Rank” model for Appstore tabs - Co-designed and developed a ranking model system that
• resulted in a 5% increase in conversion rate on the Games/Apps tab at Appstore.
• On-device Personalization Framework - Spearheaded efforts to create a privacy-focused personalization
• framework by working on On-device personalization.

Dec 2020 – Sep 2022 · 1 yr 9 mos · Singapore

• Apple Media Products, Recommendation

Sep 2018 – Nov 2020 · 2 yrs 2 mos

• Partnering with different organization and solving their big problems with scaled designs and faster/efficient implementations. Some of the solutions delivered -
• Campaign Insights and Targeting tool for Retail
• Assortment Engine for Retail
• Dispute Resolution System for Logistics

Jan 2018 – Aug 2018 · 7 mos

Jun 2015 – Jan 2018 · 2 yrs 7 mos · Mumbai Area, India

• Developed a classification system for articles by trying and ensembling different algorithms like NaiveBayes, SVM, Random Forest and Boosting Algorithms like XGBoost, LightGBM.
• Used Hierarchical agglomorative clustering on TF-IDF based article vectors with cosine similarity as metric.
• Designed the NLP workflow for extracting major readable entities from an article using StanfordNLP, calculating word trends and word associations, cluster information and wikiData.
• Designed and implemented scaled system that crawls websites over the web and extracts the readable content from them.

Jan 2015 – Apr 2015 · 3 mos · Bengaluru Area, India

May 2014 – Jul 2014 · 2 mos · Gurgaon, India

• Big Data Analytics on Social Network Data in Cloud
• Working on a product that ranks a brand's value using power of Social Intelligence.

May 2010 – Jun 2010 · 1 mo · Gwalior Area, India

• I completed several Modules for company's Web project. Major task was developing Admin Portal well configured with Database.
• Technologies Used - PHP 5.3.1 with MySQL 5, XAMP Apache 5.0, AJAX.