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.
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.
Leading GenAI initiatives at Apple
Expert in Python, NLP, LLMs, TensorFlow, Pytorch, Enterprise AI, Ethical AI
Empathetic leader who transformed traditional teams into ML experts
Published researcher with patents and scholarly contributions
98% proficiency
96% proficiency
98% proficiency
98% proficiency
98% proficiency
92% proficiency
94% proficiency
92% proficiency
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.
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.
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.
Patents, recommendations, recognitions, and publications
Innovation in AI/ML
System and Method for Negation-aware Sentiment Detection
• One more patent to be filed at Apple - Coming Soon
Academic Excellence
Computer Science, Indiana University Bloomington (2015-2016)
UC Berkeley Sutardja Center (2022) - Strategic leadership, financial accounting, startup ecosystem
IBM Watson - Given to very few IBMers for exceptional technical contributions as Founding Engineer
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.
Test your reflexes! Click the targets as fast as you can!
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! 🚀