Hi! I'm Ankita Sahoo
Machine Learning Engineer
based inBangalore.
With 5 years of experience, I deliver robust solutions across diverse sectors—from retail and tech startups to healthcare and B2B enterprises. I pair strong machine learning skills with expertise in strategy and architecture to build systems aligned with key business objectives.
Bridging the gap between raw data and tangible reality.
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Engineer & Innovator
My fascination isn't just with algorithms; it's with the stories hidden within data. I architect intelligent systems that translate raw information into realities that drive decisions and create value.
My Toolkit
Selected Projects
A curated collection of work spanning AI/ML systems, infrastructure, and production deployments.
Neural Architecture Search
Description
An automated system using evolutionary algorithms to discover novel, high-performance network architectures, moving beyond human intuition in network design.
Technologies
Real-time Anomaly Detection
Description
Engineered a high-throughput streaming ML pipeline to identify outliers and detect fraud in real-time transaction data with sub-millisecond latency.
Technologies
Multimodal AI Assistant
Description
A fine-tuned LLM with integrated computer vision, built to generate technical documentation from multiple data sources, bridging the gap between code and comprehension.
Technologies
Distributed Training Framework
Description
A custom framework for distributed training across GPU clusters with automatic fault tolerance, solving for the speed and reliability issues of massive models.
Technologies
Computer Vision for Diagnostics
Description
An end-to-end, HIPAA-compliant pipeline providing FDA-grade diagnostic assistance for clinicians using medical imaging data.
Technologies
Scalable Recommendation Engine
Description
Built and deployed a recommendation system serving millions of users, leading to a measurable uplift in user engagement and retention metrics.
Technologies