Hi, I'm
Sri Datta Ganesh Bandreddi
AI Engineer & Full Stack Developer. Cosmobean builds scalable AI systems and full-stack applications.
01. Projects
Everything I've worked on.
02. Experience
I have mainly worked as a Fullstack Developer and AI Engineer. I have been keen in building end to end solution, including scalable designs. I am curious person, who likes to understand what's under the hood and I find joy in mentoring as well.
Work
Product Development Engineer
PhenomTuned and scaled PostgreSQL by enhancing horizontal scaling through sharding to improve user query response times for AI-driven filters by 40% for 100+ clients. Benchmarked 8 databases for knowledge graph applications by evaluating performance, scalability, and storage efficiency. Led and mentored a team of six through architecture changes and product refactoring, delivering scalable solutions within 3 months. Developed a central cryptographic service (encryption and decryption) for internal use in a multi-tenant system, enabling secure data management across 10+ teams. Awarded “Phenomenal Award” for performance in Q1 and Q2 in 2024.
Software Engineer
BYJU'SDelivered backend service for in-house CRM in 2 months, using Java-springboot and spring-templates accelerating product rollout. Optimized AWS ECS scaling, using scheduled scaling based on user-patterns, slashing costs by 70% while maintaining reliability. Mentored two interns, creating a roadmap of learning to help with adjustment and contribution to key projects. Launched multi-channel communication features, boosting customer notification effectiveness by 20%. Directed ReactJS-based authentication/authorization app, cutting external service reliance by 50% and leading a 3-person team to timely completion.
Internships
Intern (Machine Learning)
PhenomProcessed 3 data-sources with NLP techniques to build persona classification models, improving recommendation accuracy based on user actions. Deployed one validation service at production scale, collaborating via APIs and databases to integrate with core product. Built two database package clients to facilitate database migration and testing, improving code reusability for DB queries.
03. Education
My academic background and qualifications.
Carnegie Mellon University
Master of Science in AI Engineering, Biomedical Engineering
- Specializing in AI Engineering and Biomedical Engineering.
Visvesvaraya National Institute of Technology
Bachelor of Technology, Mechanical Engineering
- Student Council Representative, Mechanical Engineering Dept (Aug 2020 - Jul 2022)
- Student Mentor, Mechanical Engineering Dept (Aug 2019 - Jul 2022)
04. Skills & Expertise
A comprehensive overview of my technical abilities and domain knowledge.
Full Stack Development
- ⚡Building stateful, and responsive website front end using ReactJS/ NextJS and TailwindCSS
- ⚡Developing API based microservices using Go, and Python. Generating documentations using Swagger
- ⚡Test Driven development, and monitoring setup using Prometheus and Grafana
- ⚡Experience with development and deployment of custom OAUTH and RBAC solutions
Cloud Infra-Architecture
- ⚡Experience working on multiple cloud architectures from containers to kubernetes pods
- ⚡Hosting and maintaining web application instances along with integration of databases
- ⚡Setting up CI/CD pipelines for automated testing and deployments
- ⚡Setting up streaming jobs, serverless functions, scheduled actions and cost optimization
Data Science & AI
- ⚡Developing scalable production ready models for various deeplearning and statistical models
- ⚡Experience of working with NLP projects and Large Language Models
- ⚡Experience with building machine learning models using PyTorch, Keras, TensorFlow
05. About Me
"I am a curious person who likes to understand what's under the hood. I find joy in building end-to-end solutions and mentoring others."
AI Engineer & Full Stack Developer. Based in Pittsburgh, PA, USA, I specialize in building scalable AI systems and full-stack applications. My journey involves continuous learning and applying cutting-edge technologies to solve real-world problems.