Karthik Pillai

Founder & AI Solutions Architect

ProductizeTech • Full time

Jun 2020 - Present • 6 yrs 2 mos

ProductizeTech is a team of AI Engineers, Research Engineers, Data Scientists, ML Engineers, and MLOps Engineers focused on building production-grade AI solutions for businesses worldwide. As Founder & AI Solutions Architect, I lead the design, development, and deployment of end-to-end AI products across Computer Vision, Generative AI, LLMs, Agentic AI, NLP, and Machine Learning. • Architecting Agentic AI systems, autonomous AI Agents, multi-agent workflows, RAG pipelines, tool-calling systems, and LLM-powered applications. • Development of Computer Vision, NLP, Generative AI, Deep Learning, GAN, and Machine Learning models. • AI strategy, technical consultation, architecture design, feasibility analysis, and product roadmapping. • End-to-end product development - ideation, research, prototyping, engineering, deployment, monitoring, and maintenance. • Building scalable AI backends, APIs, asynchronous processing pipelines, and cloud-based inference systems. • Leading AI engineering teams, technical hiring, research, mentoring, and delivery management. • Delivered 120+ AI-powered products, SaaS platforms, automation systems, and edge/mobile applications. AI & LLMs: LLMs, AI Agents, Agentic AI, RAG, embeddings, vector databases, prompt engineering, fine-tuning, structured outputs, multimodal AI. Computer Vision: Image processing, classification, object detection, segmentation, tracking, keypoint detection, OCR, YOLO, CNNs, Transformers, GANs. ML & Deep Learning: PyTorch, TensorFlow, Keras, Scikit-learn, Pandas, NumPy, OpenCV. Cloud & MLOps: AWS, GCP, Docker, APIs, GPU inference, model deployment, monitoring, CI/CD, Android, iOS, Raspberry Pi, and Edge AI.