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@bhavishyamittal
I am a Senior AI/ML engineer specializing in LLMs, generative AI, and scalable production ML systems.
I am a Senior AI/ML Engineer with 12+ years of experience designing, building, and deploying large-scale machine learning and AI systems for global technology leaders. I focus on translating research prototypes into production-grade solutions that deliver measurable business impact.
I have built LLM-powered applications and retrieval-augmented generation (RAG) pipelines, embeddings and vector databases, achieving measurable improvements such as a 20% lift in response accuracy, 15% reduction in hallucinations, and contributing directly to $3M in new revenue opportunities. I have also reduced model deployment cycle time by 35% and ensured high availability in mission-critical environments.
My technical expertise spans Python, Java, TensorFlow, PyTorch, Hugging Face, LangChain, Pinecone/FAISS/Weaviate, cloud platforms (AWS, GCP, Azure), Kubernetes, Docker, CI/CD, Airflow, MLflow and observability tools like Prometheus, Grafana, and Datadog. I build scalable, low-latency inference and distributed backend systems while optimizing cost and reliability.
I lead and mentor engineers, establish MLOps best practices, and champion Responsible AI principles to mitigate bias and ensure compliance. I seek to continue driving cross-functional initiatives that move cutting-edge ML research into reliable, business-impacting products.
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Work history, roles, and key accomplishments
Orby AI
Nov 2024 - Present (1 year)
Architected and scaled production ML pipelines and RAG systems, reducing model deployment cycle time by 35% and ensuring 99.9% uptime while improving response accuracy by 20% and cutting hallucinations by 15%. Built distributed backend and inference infrastructure to handle 100M+ requests/month and reduced query latency by 40%.
Directed architecture and deployment of global ML systems ensuring 99.99% reliability and low-latency inference, and pioneered LLM/RAG solutions that improved personalization and relevance by 25%. Optimized training and inference pipelines to cut training time by 30% and inference latency by 25% while reducing compute costs by 20%.
Designed and developed backend services and distributed systems for enterprise-scale ML workloads, improving model inference throughput and reducing latency by 15%. Built ETL and analytics workflows to accelerate feature engineering and support petabyte-scale datasets.
Developed and optimized internal software tools to enhance engineering workflow efficiency and contributed to feature design and implementation with a focus on performance and scalability. Participated in code reviews and testing to maintain high-quality internal deployments.
Implemented core application features for enterprise products in a C#/.NET and SQL Server environment, improving performance and maintainability through query optimization and code refactoring. Collaborated with global engineering teams to deliver aligned product features.
ArtZolo
Dec 2012 - Feb 2013 (2 months)
Developed and maintained web application components using PHP, MySQL, and JavaScript, delivering new features and bug fixes to improve system functionality and client satisfaction. Collaborated with a small team to translate client requirements into efficient solutions.
Degrees, certifications, and relevant coursework
Master of Science, Computer Science
2015 - 2017
Earned a Master of Science in Computer Science from Georgia Institute of Technology (2015–2017).
Bachelor of Technology, Computer Science
2011 - 2015
Completed a Bachelor of Technology in Computer Science at Indian Institute of Technology Kanpur (2011–2015).
Software and tools used professionally
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