Neural Collaborative Filtering Book Recommender
2024Python · TensorFlow · NCF
NCF recommendation engine on 100K+ user–item interactions; improved hit-rate and NDCG by 18% over baseline. Published at ICCIDE 2024.
Software Engineer · Emory CS · GenAI
Engineering high-throughput web applications, microservices, and AI platforms for 50,000+ users — with measurable speed, reliability, and scale.
Full-stack systems, cloud platforms, and applied machine learning.
Python, Java, JavaScript, TypeScript, C++, C, SQL, Bash, Gleam
Angular (v13–v17), React, HTML5, CSS3, SASS, Responsive UI, UX Design
Spring Boot, Django, Flask, Node.js, REST, Microservices, GraphQL, Hibernate
AWS (Lambda, EC2, S3, DynamoDB, API Gateway), Azure, GCP, Docker, CI/CD, Git
TensorFlow, PyTorch, scikit-learn, XGBoost, Pandas, NumPy, OpenCV, LLMs, NLP
ETL Pipelines, MySQL, PostgreSQL, SQLite, Tableau, Power BI, QuickSight
From GenAI voice agents to production portals at scale.
Recommendation systems, analytics, and full-stack platforms.
Python · TensorFlow · NCF
NCF recommendation engine on 100K+ user–item interactions; improved hit-rate and NDCG by 18% over baseline. Published at ICCIDE 2024.
Python · scikit-learn
Clustered 50K+ customers with RFM features and silhouette analysis — 23% higher campaign targeting efficiency.
Angular · Spring Boot · MySQL
Responsive e-commerce with catalog, cart, JWT auth, RBAC, real-time inventory, and RESTful microservices.
Python · Pandas · Scikit-learn · Time Series
Forecast congestion patterns from historical and temporal features to inform traffic management decisions.
Academic foundation and professional certifications.
Emory University · GPA 4.0/4.0
Data Structures, Algorithms, Operating Systems, Artificial Intelligence, Machine Learning, Databases, Computer Networks, Software Engineering, Programming Language Principles, Distributed Multimedia Systems.
Open to roles in full-stack engineering, GenAI platforms, and applied ML systems.
linkedin.com/in/rajiv-kalyan-chilla-4158b9163