Quantum ML Research
Quantum Machine Learning: The Next Frontier
Exploring how quantum computing is poised to revolutionize machine learning with exponential speedups and novel optimization approaches.
8 min read
Jan 2024Available for Opportunities
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Building Intelligent
Systems That
Shape The Future
3+ years crafting production AI systems — from Quantum ML research to Computer Vision, Generative AI, and MLOps pipelines. Currently building the future of intelligent automation.
PyTorch
TensorFlow
Python
HuggingFace
3+
Years AI/ML Exp
5+
Years Python Dev
30+
Projects Built
200+
Students Mentored
Scroll to explore
About Me
The Human Behind The AI
Researcher, Engineer, Educator — building at the intersection of theory and production.
My Story
I started my journey in Python development over five years ago, building tools and automation systems. The more I worked with data, the more fascinated I became by the idea of machines that learn — and that fascination became an obsession.
Today, I work at the cutting edge: designing and deploying AI systems that span Computer Vision, Natural Language Processing, Generative AI, and Quantum Machine Learning. I've built everything from real-time detection systems to LLM-powered applications and full MLOps pipelines.
Alongside engineering, I teach — because there's no better way to deeply understand something than to explain it. I've mentored hundreds of students, helping them go from "Hello World" to shipping their first neural network.
My north star is simple: build AI that's not just impressive in a demo, but transformative in the real world.
Specializations
Deep LearningComputer VisionNLP / LLMsGenerative AIQuantum MLMLOpsData ScienceReinforcement Learning
0+
Years AI/ML Exp
0+
Years Python Dev
0+
Projects Built
0+
Students Mentored
AI/ML Engineering
3+ years building production AI systems — neural nets, CV, NLP, and LLMs deployed at scale.
Quantum ML Research
Pioneering quantum-classical hybrid architectures for medical imaging and beyond.
Academic Teaching
Lecturer in Electronics & Computer Engineering, mentoring 200+ students through AI projects.
Python Development
5+ years of professional Python — from data pipelines and APIs to AI system integrations.
Current Focus
Quantum ML Research
LLM Applications
MLOps Automation
AI for Healthcare
Skills
Technical Arsenal
A deep stack built over years of production AI engineering, research, and development.
Machine Learning95%
Deep Learning92%
Computer Vision90%
NLP / LLMs88%
Reinforcement Learning75%
Generative AI88%
RAG Systems85%
Quantum ML78%
Core Proficiencies
97%
92%
90%
93%
88%
85%
85%
80%
Also Proficient In
PandasNumPyOpenCVSpaCyNLTKMatplotlibSeabornPlotlyPower BITableauMLflowDVCWeights & BiasesKubernetesAWS SageMakerGCP Vertex AIPennyLaneQiskitDjangoFlaskRedisPostgreSQLMongoDBKafka
Projects
Featured Work
Production-ready AI systems, research implementations, and full-stack applications.
Quantum Transfer Learning for Brain Tumor Segmentation
Novel quantum-classical hybrid architecture combining quantum circuits with transfer learning for precise brain tumor segmentation in MRI scans, achieving state-of-the-art performance.
Quantum MLTensorFlowPennyLaneComputer Vision+1
Research
Publications & Research
Advancing the frontier of AI through rigorous research and publication.
Published
Research Paper · 2023
Quantum Transfer Learning for Enhanced Brain Tumor Segmentation
A novel hybrid quantum-classical architecture that leverages quantum feature extraction with classical deep learning for improved brain tumor segmentation accuracy in MRI scans. Demonstrates significant performance gains over classical-only approaches.
Quantum MLMedical AIDeep LearningTransfer Learning
Under Review
Research Paper · 2023
Acoustic Deep Learning for Biodiversity Monitoring
Investigation into using CNN-based spectrogram analysis for passive acoustic monitoring of wildlife biodiversity. Presents a real-time species identification system deployable on edge devices.
Acoustic AICNNBioacousticsEdge AI
Completed
Thesis · 2022
Comparative Study of LLM-based Resume Parsing Techniques
Systematic comparison of BERT, RoBERTa, and GPT-based approaches for resume information extraction and skill taxonomy matching, with a new benchmark dataset.
NLPLLMsInformation ExtractionBERT
Flagship Research
Quantum Transfer Learning for Enhanced Brain Tumor Segmentation
A pioneering study combining quantum feature extraction with classical deep learning, achieving state-of-the-art accuracy in MRI-based brain tumor segmentation — demonstrating the real-world viability of quantum ML in medical AI.
Medical AI + Quantum Computing
Domain
Quantum-Classical Hybrid
Method
BraTS MRI Dataset
Dataset
Published
Status
Experience
Career Timeline
From Python developer to AI researcher — a journey of continuous growth.
AI/ML Engineer
Freelance & Consulting
2021 – Present
Building end-to-end AI/ML systems for clients across healthcare, fintech, and sustainability. Specializing in deep learning models, MLOps pipelines, and LLM-powered applications.
PythonTensorFlowPyTorchFastAPIDocker
Lecturer – Electronics & Computer Engineering
Academic Institution
2022 – Present
Teaching advanced courses in AI fundamentals, machine learning algorithms, and Python programming. Mentored 200+ students on final-year projects in AI and ML domains.
TeachingAI EducationCurriculum DesignMentoring
AI Researcher – Quantum Machine Learning
Research Lab
2022 – Present
Investigating quantum-classical hybrid approaches for medical image analysis. Published research on quantum transfer learning applied to brain tumor segmentation using MRI data.
Quantum MLPennyLaneMedical ImagingResearch Writing
Python Developer
Multiple Projects
2019 – Present
5+ years of professional Python development spanning web backends, data pipelines, automation tools, and AI system integrations using modern frameworks and best practices.
PythonDjangoFlaskFastAPISQL
Achievements
Numbers That Matter
Milestones from years of engineering, research, and teaching.
🤖
0+
AI/ML Projects
End-to-end AI systems delivered
🎓
0+
Students Mentored
Guided through AI/ML journey
📄
0
Research Papers
Published & under review
🐍
0yr
Python Experience
Professional Python development
🏆
0+
Kaggle Competitions
Top ranking performances
⚡
0yr
Industry Experience
AI/ML engineering
Certifications
Verified Credentials
Industry-recognized certifications validating deep technical expertise.
2023
TensorFlow Developer Certificate
Credential Verified
2023
AWS Machine Learning Specialty
Amazon Web Services
Credential Verified
2022
Deep Learning Specialization
deeplearning.ai
Credential Verified
2022
Applied Data Science with Python
University of Michigan
Credential Verified
2022
Machine Learning Engineer Nanodegree
Udacity
Credential Verified
2023
Google Cloud Professional ML Engineer
Google Cloud
Credential Verified
Continuously learning and certifying across the AI/ML ecosystem
6+
Certifications
Google · AWS · Coursera · Udacity
Platforms
ML · Deep Learning · Cloud AI
Focus Areas
GitHub
Code Activity
Everything I ship lives at github.com/shivshankarsah
25+
Public Repos
120+
Total Stars
40+
Forks
500+
Contributions
Contribution Graph
LessMore
500+
Total Contributions
all time
45 days
Current Streak
keep going!
90 days
Longest Streak
personal best
Testimonials
What People Say
From students to clients and research collaborators.
★★★★★
“Shiv Sir's teaching style is exceptional. He breaks down complex ML concepts into digestible pieces and his hands-on approach helped me land my first AI engineering role.”
AS
Arjun Sharma
Final Year Student
AS
Arjun Sharma
Final Year Student
“Shiv Sir's teaching style is exceptional. He breaks down complex ML concepts into digestible pieces and his hands-on approach helped me land my first AI engineering role.”
PP
Priya Patel
Startup Founder
“Working with Shiv on our AI recommendation engine was transformative. He delivered a production-ready system in record time with exceptional accuracy.”
MJ
Dr. Meera Joshi
Research Collaborator
“Shiv's quantum ML research demonstrates remarkable depth. His ability to bridge theoretical quantum computing with practical applications is truly impressive.”
RD
Rahul Desai
MLOps Engineer
“The MLOps pipeline Shiv architected for our team became our production standard. His understanding of the full ML lifecycle is unmatched.”
Blog
AI Insights & Articles
Sharing knowledge on AI/ML engineering, research, and the frontier of intelligent systems.
LLMs RAG Production
Building Production-Ready RAG Systems
A deep dive into Retrieval-Augmented Generation architectures, embedding strategies, and deployment patterns for enterprise LLM applications.
12 min read
Feb 2024 MLOps DevOps Python
MLOps Best Practices in 2024
From experiment tracking to model monitoring — the definitive guide to modern MLOps pipelines using open-source tools.
10 min read
Mar 2024 Computer Vision Edge AI
Computer Vision at the Edge
How to deploy YOLOv8 and other vision models on edge hardware for real-time inference with minimal latency and power consumption.
7 min read
Apr 2024Contact
Let's Build Together
Have a project, research opportunity, or just want to connect? I'd love to hear from you.
Get In Touch
Whether you're looking for an AI/ML engineer for your team, a research collaborator, a consultant for your AI product, or just want to discuss ideas — my inbox is always open.
Email
s3v2.00@gmail.comLocation
India — Remote WorldwideAvailable for Work
Open to AI/ML roles, freelance projects, and research collaborations