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Ishan Kumar Anand
Junior AI/ML Engineer specializing in multimodal generative models and NLP
San Diego, California, USAAI Engineer2 years experienceJuniorMedia & EntertainmentArtificial IntelligenceSaaS
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About
AI/ML engineer who has built a production text-to-image generation system in PyTorch with an AWS-backed inference setup, focusing on GPU-efficient training and embedding-space architectural choices inspired by recent research (e.g., Meta VL-JEPA). Uses both metric-based evaluation (FID) and human testing to validate real-world visual quality, and can translate technical concepts for non-technical stakeholders.
Experience
AI EngineerViga Entertainment Technology
NLP EngineerGnani.ai
Associate Software Developer EngineerSyncron
Associate Software EngineerSyncron Software India
Education
University of California, San Diegomaster, Computer Science and Engineering (2026)
Christ Universitybachelor, Computer Science and Engineering (AI Honors) (2022)
Christ University, Indiabachelor, Computer Science and Engineering (AI Honors) (2022)
Key Strengths
- Built and deployed a production text-to-image generation system
- Architectural decision-making informed by recent research papers (e.g., Meta VL-JEPA)
- Optimized training/inference to minimize GPU consumption
- Balanced quantitative evaluation (FID) with real-time human testing to catch quality gaps
- Able to explain complex ML concepts (e.g., embeddings) in layman terms to non-technical stakeholders
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