Smruthi Mukund
Applied ML at JPMC
- Role
- Parttime Lecturer at Khoury College Of Computer Sciences
- Location
- Mountain View, CA, US
- LinkedIn followers
- 500 followers
About Smruthi Mukund
I build and ship AI systems at production scale, with deep hands-on experience in compound AI engineering, LLM-powered applications, and end-to-end ML pipelines serving millions of users. My work spans semantic search, query understanding, RAG, fine-tuning, and NLP-driven products across Search, eCommerce, and Fraud Detection, from architecture through deployment. I focus on the full stack: designing multi-model pipelines, managing latency and cost tradeoffs, and building the evaluation and observability layers that make AI reliable in production. Specialties: LLMs · Compound AI Systems · RAG · NLP · Semantic Search · End-to-End ML Engineering · GenAI · Fraud Detection · eCommerce Rankinghttps://medium.com/@smruthimukund
Experience
Parttime Lecturer
Khoury College Of Computer Sciences
May 2020 — Present
At Khoury I teach Algorithms and Data Management and Processing and Machine Learning
Education
University at Buffalo
PhD, Computer Science ( computational linguistics)
University at Buffalo
MS, Computer Science and Engineering
Visvesvaraya Technological University
BE
B. M. S. College of Engineering
BE, Electrical and Electronics
Skills
- Algorithms
- Solr
- Python
- Software Engineering
- Natural Language Processing
- Information Retrieval
- Pattern Recognition
- Lucene
- Sentiment Analysis
- Hadoop
- Search
- Machine Learning
- Perl
- Data Mining
- Computational Linguistics
- Text Analytics
- Big Data
- Java
- Information Extraction
- Text Mining
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.