Saurabh Tripathy

Staff Machine Learning Engineer @ Apple

Gen AI | Agentic AI | Enterprise AI | Anti-Abuse AI | Strategic Problem Solver | ex-Adobe, ex-IBM-Research

Visionary Machine Learning Leader transforming groundbreaking ideas into cutting-edge technological solutions that redefine industry standards and drive organizational success. Passionate about real-world impact, balancing perfection with pragmatism in AI/ML solutions.

About Me

In the world of machine learning and software engineering, I've been on quite the adventure over the last 14 years. Currently, I'm diving into my latest chapter as a Staff Machine Learning Engineer at Apple. Here, I'm not just developing; I'm at the helm, steering the ship towards the next frontier of AI, particularly in the realms of generative/Agentic AI. It's about making Apple's tech not just smarter, but also more intuitive and aligned with what users worldwide need before they even know they need it.

I've got this belief that's been guiding me lately: it's all about striking that perfect balance between perfection and pragmatism. Yes, we're chasing excellence, but what's the point if it doesn't meet the real world on its terms, right? So, I'm all for pushing out high-impact solutions quickly, adhering to that golden 80/20 rule, and constantly tweaking things to make them better. It's a bit like being a tech DJ, remixing on the fly to keep the crowd moving.

Deep dives into ML distributed design, flirting with large language models, untangling the knottiest of data puzzles – these are my jam. But it's not just about the tech. It's also about breaking it down, making it relatable to everyone from the product team to the boardroom, telling the story of data in a way that everyone gets it. That's where the magic really happens. Education-wise, I've got the creds (thanks, UC Berkeley and Indiana University!), and the patent office knows my name.

So, what's my endgame? It's about making sure that AI isn't just another industry buzzword but a real game-changer, transforming how we interact with every digital whisper and pixel. At Apple, I'm not just part of the team; I'm here to ensure we're all riding the crest of that next big AI wave. Because at the end of the day, it's about making technology so seamless, so intuitive, that it feels like it's reading your mind – in the best way possible.

14+ Years ExperienceLarge Scale ImpactUS Patents HolderIBM OTAA Award

AI/ML Leadership

Leading GenAI initiatives at Apple

Technical Excellence

Expert in Python, NLP, LLMs, TensorFlow, Pytorch, Enterprise AI, Ethical AI

Team Transformation

Empathetic leader who transformed traditional teams into ML experts

Research & Innovation

Published researcher with patents and scholarly contributions

Technical Expertise

Generative AI

98% proficiency

Enterprise AI

96% proficiency

Large Language Models

98% proficiency

Natural Language Processing

98% proficiency

Python

98% proficiency

Java

92% proficiency

Agentic AI

94% proficiency

Distributed Systems

92% proficiency

Featured Projects

2025-Present

 Anti-Abuse GenAI Solution

Delivered a GenAI-based Anti-Abuse solution within 2 months of joining that affects 12M events per day. Built scalable ML systems for Anti-Abuse platform using cutting-edge AI techniques.

GenAIPythonDistributed SystemsML
12M events/day
2021-2025

Adobe Experience Platform GenAI Assistant

Pioneered production-grade LLM-based enterprise assistant enhancing customer engagement by 30%. Led high-velocity development for Adobe Summit 2025, delivered in 6 weeks. Solved RAG, Entity Linking, NL2SQL.

LLMPythonJavaNLP
30% engagement boost
2017-2021

IBM Watson NLP Library (Founding Engineer)

Founding Engineer for Watson NLP library used across IBM. Achieved Outstanding Technical Achievement Award (given to very few). Built unified NLP stack with tokenization, sentiment analysis, entity extraction.

PythonNLPProtocol BuffersAPIs
IBM OTAA Award

Featured Achievements

Patents, recommendations, recognitions, and publications

US Patents

Innovation in AI/ML

Granted Patent

System and Method for Negation-aware Sentiment Detection

Filed Patents (Adobe)

  • • In-Context and Semantic-Aware Ensemble Model for Document Retrieval
  • • Filtering Invalid Questions for Text-to-SQL Tasks
  • • Hybrid Entity Linking

Coming Soon (Apple)

• One more patent to be filed at Apple - Coming Soon

Education & Awards

Academic Excellence

Master of Science

Computer Science, Indiana University Bloomington (2015-2016)

Engineering Leadership Professional Program

UC Berkeley Sutardja Center (2022) - Strategic leadership, financial accounting, startup ecosystem

Outstanding Technical Achievement Award (OTAA)

IBM Watson - Given to very few IBMers for exceptional technical contributions as Founding Engineer

Beyond Code

🏏 LIVE

Cricket Enthusiast

When I'm not coding ML algorithms, you'll find me on the cricket field! Watch me hit a massive six in this exciting match. Cricket teaches me strategy, teamwork, and quick decision-making - skills that translate perfectly to software engineering.

🎯 Quick Reflexes

Test your reflexes! Click the targets as fast as you can!

Score: 0
Time: 30s
High: 0

Other Interests

Consulting
Singing
Mentoring & Teaching
Fitness & Outdoor Activities

Let's Connect

Interested in AI/ML collaboration, career guidance, or just want to chat about technology? I'm always excited to connect with fellow innovators and aspiring engineers.

"The best way to predict the future is to invent it." - Alan Kay

Let's build the future of AI together! 🚀