Souvik Das — Software Engineer

🚀 Software Development Engineer @ Amazon | Backend & Data Engineering | Cloud & ML Integrations | Jadavpur University Alum Hi, I’m Souvik Das, a Software Development Engineer passionate about building scalable backend systems and data pipelines that solve real-world business problems. Currently at Amazon, I’ve worked on high-impact projects like NAWS strategy migrations, Offline Query Relevance enhancements, and SBERT model retraining pipelines, driving millions in annual revenue gains and significantly reducing operational issues. 🧠 I'm also the brainchild and lead developer of an innovative ad-sourcing pipeline using product images, enabling ad generation from catalog visuals. This project is transforming how Amazon scales creative ad content — combining computer vision, ML model integration, and scalable backend design to automate and optimize ad sourcing. 🛠️ Tech Stack & Interests: Languages: Java, C++, Python Tools: Apache Spark, Airflow, AWS (EMR, Lambda, S3, Glue, EventBridge), Spring, Angular Interests: Machine Learning integration, large-scale data processing, system design 💡 Highlights: Led the design of an image-based ad sourcing system from concept to execution — now scaling across marketplaces Boosted monthly revenue through strategic pipeline redesigns Migrated and optimized multiple pipelines, cutting down failure tickets and alarms Designed scalable ML pipelines for marketplace-level model training and retraining Contributed to JDK 17 migration and expansion of Behavioural Sourcing, driving $8MM+ revenue impact 👨‍💻 Previously interned and worked at OpenLM, focusing on full-stack development with Angular, Akita, and GraphQL. 🎓 Electronics & Telecommunication Engineering, Jadavpur University (CGPA: 9.08) 📬 Let’s connect! Open to opportunities in backend engineering, ML systems, and scalable cloud-based architectures. 📩 Email: souvikdas184u@gmail.com 🔗 GitHub: github.com/Codesmaster-lab

Stackforce AI infers this person is a Backend Engineer in E-commerce with a focus on Data Engineering and Machine Learning.

Location: Bengaluru, Karnataka, India

Experience: 2 yrs 6 mos