Monesha M.
Software Engineer AI/ML | NLP & GenAI Specialist | Cloud & Distributed Systems | Bridging Engineering, Product, and UX to Deliver Scalable Innovation
- Role
- Software Engineer at Halosight
- Location
- Salt Lake City, UT, US
- LinkedIn followers
- 500 followers
About Monesha M.
Software Engineer with 4+ years of experience building and operationalizing AI/ML systems…
Experience
Software Engineer
Jul 2021 — Present · Midvale, UT, US
Architected a multi-tenant distributed Content Store (Node.js, MongoDB, Docker/K8s) with sharding, RBAC security, and semantic embeddings, enabling enterprise RAG AI applications.• Built an AI-powered promotions matcher (LangChain, LLMs, MongoDB, React) that achieved 95% F1 accuracy on complex natural language queries.• Developed a real-time GPT-4-powered recommendation engine (Kafka, Python/Node.js) that increased client satisfaction by 40%.• Productionized NER, sentiment, and coreference pipelines in Kubeflow, improving accuracy by 20–60% and recall by 50%, while reducing runtime by 75%.• Designed and deployed a microservices-based NLP auto-grading platform (Python, AWS S3, REST APIs) reducing grading time by 70% for assignments.• Automated deployment and inference workflows with Kestra, Docker, CI/CD, and reproducible monitoring pipelines.• Partnered with product managers and UX teams to refine requirements, KPIs, and user workflows; presented solutions to executives and clients to drive adoption.
Education
University of Utah
Master's degree, Computer Science
2019 — 2021
St. Francis Institute Of Technology
Bachelor of Engineering - BE, Information Technology
2015 — 2019
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