design();build();automate();
Satwik Sai Prakash Sahoo
AI/ML Engineer
DevOps Engineer
Forward Deployed Engineer
Data Engineer
Experience
Google Summer of Code
Software Developer at NumFOCUS
May 2, 2026 – Present
- Designed a zero-downtime migration strategy that intercepts legacy API calls and routes them to a new Builder backend with targeted FutureWarning deprecations, cutting irrelevant parameters by 70%.
- Built a streaming-ready data preprocessing seam by decoupling z-score computation from model instantiation, reducing initialization memory complexity from O(N) to O(1), enabling out-of-core training for massive datasets.
- Overhauled the CI pipeline with 30+ rewritten unit tests featuring rigorous tensor shape assertions and neural network wiring validation, ensuring stability across 60+ test runs per commit.
IBM
Contributor at Qiskit Advocate Mentorship Program
October 2, 2025 – January 2026
- Built QuDET 2, a Python framework that consolidates ML pipeline infrastructure into reusable, configurable modules, reducing per-pipeline setup overhead by 89% and standardizing deployment across teams.
- Developed a pluggable data governance layer with AES-128 encryption, role-based access control, automated audit logging, and statistical drift detection, reducing governance-related infrastructure code by 87%.
Amazon
Mentee at Machine Learning Summer School
August 2025 – Sept 2025
- Selected among the top 3,000 candidates out of over 134,000+ applicants to receive a month-long mentorship from Amazon scientists on Machine Learning.
- Gained specialized knowledge in modern AI technologies, including Generative AI, Large Language Models (LLMs), and Deep Neural Networks.
Stack
Python
SQL
TypeScript
JavaScript
AWS
Microsoft Azure
Docker
Kubernetes
Git
Terraform
Jenkins
Prometheus
Grafana
Apache Spark
dbt
Apache Airflow
Snowflake
Databricks
Apache Kafka
PyTorch
Scikit-learn
Pandas
NumPy
Hugging Face
MLflow
Node.js
LangChain
TensorFlow
Qiskit
FastAPI
Projects
A collection of some of the projects I've worked on.
Publications
Hybrid Quantum-MambaVision: A Quantum-enhanced State Space Model for Calibrated Mixed-type Wafer Defect Detection
Venue: Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2026), Hong Kong
Education
Bachelor of Technology in Electrical Engineering
Odisha University of Technology and Research, Bhubaneswar, Odisha
8.00 CGPA
2023 - 20278.00 CGPA
Senior Secondary (Class XII)
DAV Public School, Pokhariput, Bhubaneswar, Odisha
91.2%
2021 - 202291.2%
Secondary (Class X)
DAV Public School, Pokhariput, Bhubaneswar, Odisha
92.6%
2019 - 202092.6%
Blogs
Accomplishments
- Secured 2nd Place at a national-level hackathon organized by IIIT Nagpur in 2025.
- Awarded the OUTR Merit Scholarship for achieving a top 10% CGPA ranking.
Culture eats strategy
for breakfast;
true innovation happens
at the intersection
of diverse minds
working together
towards a shared
and unified vision.