Kameswara Sai Srikar Manda
Machine Learning Engineer & Full-Stack Developer
Specializing in computer vision and intelligent systems. Currently building permutation-equivariant networks for multi-object tracking at Northeastern University. Transitioned from data science to ML engineering, now exploring rotation-equivariant neural networks and geometric deep learning.
About Me
My journey from data science to machine learning research
Background
Master's in Data Science, transitioned from data analytics to ML engineering. My unique background combines data science expertise with cutting-edge machine learning research, allowing me to bridge the gap between domain knowledge and technical innovation.
Current Focus
Graduate student at Northeastern University, working on cutting-edge computer vision research while exploring rotation-equivariant neural networks. Currently developing PENMOT: Permutation-Equivariant Networks for Multi-Object Tracking and researching scalable Gaussian Process approximation methods.
Interests & Learning
Passionate about quantum mechanics, astrophysics, and the mathematical foundations of deep learning. Currently learning rotation-equivariant CNNs (e2cnn), Vector Neurons architecture, and Oracle Cloud Infrastructure Generative AI. I actively write about statistical and mathematical concepts, exploring the theoretical underpinnings of modern ML techniques.
Education
Academic background and qualifications
Master of Science in Data Science
Northeastern University
Graduate program focusing on advanced data science methodologies, machine learning, and statistical analysis. Specializing in computer vision research and geometric deep learning applications.
My Skills
Languages
Frameworks
Deep Learning
Generative AI
Traditional ML
Computer Vision
Train, Eval & Infer
Training
Evaluation
Inference
Databases
Big Data
RDBMS/NoSQL
VectorDB
Cloud
AWS
GCP
Azure
Deploy & Web
Deploy
Monitor
Web
Explore More
Discover my work, experience, and writings
Certifications
Professional certifications and specialized training
Oracle Cloud Infrastructure Generative AI
Oracle
AI Security Course
Lakera
Google Crash Course on Python
Postman Certified Student Expert
Postman
Quantium Data Analytics Certification
Quantium
Get In Touch
Let's discuss your next project or just say hello