GSoC '26 @sbi-dev | Amazon MLSS '25
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
OUTR Bhubaneswar
Data Scientist
June 21, 2026 – Present
HBO-UAV-Trajectory-Control
April 25, 2026 – Present
Autonomous UAV 3D trajectory tracking in MATLAB and Simulink. Uses HBO to dynamically tune a 12D Cascaded PD controller, preventing windup and ensuring robust flight stability.
View ProjectGSoC_archive_2026
March 20, 2026 – Present
Accepted GSoC 2026 proposals archive for reference and inspiration from the community. Read, compare, and learn exactly what it takes to write a technically sound and structurally perfect proposal.
View Projectqudet-dev
January 28, 2026 – Present
QuDET is Python package for data engineering that bridges classical data pipelines with quantum computing.
View Projectwafer-mamba
January 15, 2026 – Present
Repository containing official implementation and experimental artifacts for "Hybrid Quantum-MambaVision" paper accepted at "Pacific-Asia Conference on Knowledge Discovery and Data Mining" (PAKDD) 2026.
View Projectlora-vit-benchmarks
October 30, 2025 – Present
Code for the paper comparing LoRA on Vision Transformer vs. traditional fine-tuning for CNNs on MNIST, Fashion-MNIST, and CIFAR-10.
View Projectquantum-mlops-pipeline
September 28, 2025 – October 10, 2025
🏆 Award-winning project showcasing an end-to-end MLOps pipeline, leveraging quantum algorithms to overcome classical AI bottlenecks in feature engineering, hyperparameter optimization and production monitoring.
View Projectgit-time-machine
September 8, 2025 – October 1, 2025
A VS Code extension that lets you easily create backdated Git commits. Provides an intuitive webview UI to select files, set a past date/time, and write a commit message, directly within the editor.
View Projectdiabetes-predictor
June 30, 2025 – November 2, 2025
End-to-end MLOps project to predict diabetes using FastAPI, Docker, and Kubernetes. Trained on the Pima Indians Diabetes dataset.
View Projectml-headstart
June 6, 2025 – June 14, 2025
A beginner-friendly, end-to-end Jupyter Notebook series designed to help you learn Machine Learning from scratch.
View ProjectCultural Fit Analysis
The candidate demonstrates a strong inclination towards research and advanced topics, particularly in quantum machine learning. The diversity of personal projects, ranging from MLOps to quantum computing and even a VS Code extension, suggests a curious and versatile individual. The GSoC archive project indicates a community-oriented mindset. However, the candidate's experience level is listed as 0, and the only professional experience is a current Data Scientist role starting recently, which might indicate a lack of extensive industry exposure or team collaboration experience in a corporate setting. This could impact cultural fit in a fast-paced, established team environment without further validation.
Soft Skills & Operational Fit
The candidate's project descriptions suggest a proactive and self-driven individual, capable of working on complex, cutting-edge topics. The award-winning MLOps project indicates an ability to deliver high-quality, impactful work. However, without specific assessment data on communication, logical reasoning, or teamwork, a comprehensive evaluation of soft skills and operational fit is limited.