www.harshsinghal.dev With over 15 years of enriched experience, I'm an industry-recognized leader in Machine Learning, Data Science, and Artificial Intelligence. My career journey spans various verticals across global markets and top-tech companies like LinkedIn, Netflix and Palo Alto Networks with a focus on delivering data-driven solutions and driving business outcomes. As an ML expert, I have hands-on experience with advanced technologies including NLP, Computer Vision, Python, PyTorch, Keras, Spark, and the AI/Analytics services offered by AWS/GCP/Azure. Additionally, I specialize in MLOps, with a strong hold on MLFlow, Ludwig, BentoML, ONNX, and Milvus. I have a proven record of building and scaling high-performance teams - a testament to this is my success at Koo, where I spearheaded the expansion of ML/Data Science teams. I am also passionate about fostering the next generation of data science leaders, with a focus on mentoring and career path development. As a result-driven professional, I have been able to apply ML/AI techniques to a wide array of business problems, from bot detection and spam detection to sales product recommendation and account takeover prevention during my time at LinkedIn and Netflix. This broad spectrum of experience shows my flexibility and adaptability in handling complex business challenges. My innovative approach is underpinned by patents in key areas like bot detection and threat detection. I also have publications in renowned forums like the IEEE Systems, Man, and Cybernetics Society. Having professional exposure in both India and the USA, I bring a unique global perspective and cross-cultural teamwork abilities to the table. My diverse career also includes consulting, training, and significant contributions to revenue growth and product development. My philosophy is simple - leverage data, algorithms, and cross-functional collaboration to deliver powerful business outcomes. Connect with me for discussions on Machine Learning, Data Science, AI, team leadership, or any exciting opportunities in these domains. Together, we can harness the power of data to drive growth and success. #MachineLearning #DataScience #AI #Leadership #TeamBuilding #Innovation #GlobalExposure #MLOps #NLP #ComputerVision #Python #PyTorch #Keras #Spark #AWS #GCP #Azure #Consulting #Training #ProductDevelopment #RevenueGrowth Read my ebook "How to build a data product for people who own a keyboard" - https://buildadataproduct.netlify.