Soumya Kakani

I’m a Software Engineer with 2+ years of experience building backend systems, distributed services, and cloud applications. I enjoy turning complex problems into reliable solutions from designing RESTful APIs and optimizing SQL queries to deploying cloud-native applications and building CI/CD pipelines.Alongside engineering, I’m passionate about Machine Learning and AI research. I’ve worked on projects like gender classification from thermal images, achieving 92% accuracy, and 3D human avatar reconstruction, exploring scalable pipelines for large datasets. Some of this work has been published in IEEE, IAENG journal and conference publications which reflects my interest in applying ML to practical systems.What excites me: building scalable systems, exploring distributed architectures, improving performance, and applying ML in real-world applications.Skills I work with: Java, Python, Go, SQL, AWS, GCP, Docker, Kubernetes, CI/CD, TensorFlow, Spring Boot, Microservices.