Aniruddha Kalkar
Senior Machine Learning Engineer @ OpalAI | Ex-ML @ Blackberry | MS CS @USC | Multimodal AI Solutions Expert | Scalable Backend Architect | Video Intelligence | Driving Innovation with Multimododal LLMs
- Role
- Senior Machine Learning Engineering at Opalai
- Location
- Los Angeles, CA, US
- LinkedIn followers
- 500 followers
About Aniruddha Kalkar
I am an innovative Senior Machine Learning Engineer with a proven track record of designing impactful AI solutions that bridge cutting-edge technology and real-world applications. Holding a Master’s in Computer Science from USC, I specialize in Generative AI (GenAI), Retrieval-Augmented Generators (RAGs), and scalable backend architectures to deliver transformative results.At Opal AI, I led the development of a GenAI-driven video intelligence platform capable of handling minutes of video monthly, enhancing analytics efficiency and accuracy. My leadership on a US Department of Transportation project resulted in precise object detection across 1M+ video frames, improving road infrastructure analysis for 60+ critical elements with over 92% accuracy.Key accomplishments include: • Video Intelligence Innovation: Delivered advanced video processing solutions by integrating LLMs with scalable systems, reducing report generation time by 95%. • RAGs Implementation: Enhanced data relevance by 25% and analytics precision by 20% through Retrieval-Augmented Generators. • Cloud-Native Architecture: Designed robust platforms leveraging GCP and AWS, ensuring scalability for high-throughput workloads. • Leadership & Collaboration: Mentored cross-functional teams and interns, consistently delivering projects ahead of schedule.What sets me apart is my ability to transform complex AI challenges into scalable, impactful solutions. I am passionate about advancing the capabilities of Generative AI and building future-ready platforms that deliver measurable results.If you’re seeking an AI expert to harness GenAI technologies, drive innovation, and deliver scalable solutions, let’s connect!
Experience
Senior Machine Learning Engineering
Aug 2023 — Present · Los Angeles, CA, US
Architected scalable backend systems for a video intelligence platform using Multimodal LLMs on GCP, achieving a 95% reduction in report generation time.• Led ML efforts for a US Department of Transportation project, delivering 92%+ object detection precision on over 1M video frames across 60+ road elements.• Designed microservices and databases capable of processing minutes of video monthly, optimizing system efficiency.• Implemented Retrieval-Augmented Generators (RAG), improving analytics accuracy by 20% and relevance by 25%.• Mentored and supervised 3 interns, completing 5+ milestones ahead of schedule.
Education
Walchand College of Engineering(A Govt. Aided Autonomous Institute),SANGLI-M.S
Bachelor of Technology (BTech), Computer Science And Engineering
University of Southern California
Master of Science - MS, Computer Science
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