Soumyaranjan Sahoo
ML Scholar & Software Engineer
Amazon ML Scholar passionate about solving novel problems with state-of-the-art machine learning
About Me
About Me
Amazon ML Scholar passionate about solving novel problems with state-of-the-art machine learning. Architected a multi-LLM consensus engine improving accuracy by 23% and built a scalable RAG system achieving 92% accuracy for 1,000+ users. Proficient in Python, TensorFlow, Deep Learning, and NLP with a focus on delivering impactful, real-world results.
Education
B.Tech in Computer Science & Engineering
C.V. Raman Global University
Bhubaneswar
- Selected for Amazon ML Summer School 2025 (Acceptance rate: <5%)
- Advanced coursework in ML, Deep Learning, Computer Vision, NLP, Statistical Analysis
- Data Structures & Algorithms, Database Management, Software Engineering
Post Matriculation in Science
Excelsior Higher Secondary School
Achievements
Winner of APP BATTLE 2025
2025National Semifinalist, Smart India Hackathon (SIH)
2023Secured AIR 719 (99th percentile)
2023Technical Skills
Technical Skills
Comprehensive toolkit spanning machine learning, cloud computing, and full-stack development
Featured Projects
Featured Projects
Innovative solutions pushing the boundaries of AI, ML, and software engineering
Featured Projects
ConsensusVision - Multi-LLM Consensus Engine
Novel multi-LLM consensus system for high-reliability AI applications
99.9% accuracy standards for mission-critical applications
ViteScan AI - Healthcare Companion
Intelligent healthcare companion with predictive analytics and RAG architecture
40% reduction in healthcare query resolution time
TimeTide - AI Daily Planner
AI-assisted daily planning application with intelligent task prioritization
30% reduction in daily planning time
Experience
Experience
Work Experience
Software Development Engineer Intern
Key Responsibilities
- Developed predictive analytics dashboard using scikit-learn achieving 85% backtested accuracy
- Applied statistical models to analyze real-time market data streams for feature engineering
- Optimized user authentication flow with Firebase, reducing login response times by 20%
- Collaborated in 10-person Agile team delivering features 15% ahead of sprint deadlines
- Engineered end-to-end portfolio management and order placement modules using Django REST APIs
- Implemented real-time data synchronization via WebSockets supporting 1000+ concurrent users
Key Achievements
Technologies
Certifications
OCI 2024 Gen AI Certified Professional
Oracle
Google Data Analytics Professional
Atlassian Agile Project Management Professional
Atlassian
Cisco Python Essentials
Cisco
GitHub Foundations
GitHub
Technical Blogs
Technical Blogs
Insights, tutorials, and thoughts on AI, ML, and software engineering
Building Multi-LLM Consensus Systems for High-Reliability AI
Deep dive into architecting consensus mechanisms for large language models, exploring unanimous, majority-vote, and debate-driven approaches for mission-critical applications.
RAG Systems at Scale: Achieving 92% Accuracy in Healthcare
A comprehensive guide to building production-ready Retrieval Augmented Generation systems with BGE-M3 embeddings and vector databases for medical applications.
Optimizing Real-Time Computer Vision Pipelines with ML Kit
Performance optimization techniques for mobile computer vision applications, including OCR processing and multi-image analysis on Android devices.
Time Series Forecasting for Health Analytics
Implementing LSTM and transformer-based models for predicting health trends, with practical examples using TensorFlow and real-world healthcare data.
Building Scalable PWAs with Firebase
Architecture patterns and best practices for creating Progressive Web Apps that scale to thousands of users using Firebase ecosystem.
Deepfake Detection with Hybrid CNN-LSTM Architecture
Research insights on building robust deepfake detection systems combining spatial and temporal analysis for improved cross-dataset generalization.
Get In Touch
Let's collaborate on innovative AI/ML projects or discuss opportunities. I'm always open to new challenges!