AI • Robotics • Quantum Computing

Hi, I'm Madhav

AI / ML Engineer & Full-Stack Developer

Working across three frontier domains: Artificial Intelligence, Robotics, and Quantum Computing — each with its own pipeline architecture, bridging theory to real-world deployment at madhavvv.in.

AGENTIC_INTELLIGENCE_PIPELINE
ACTIVE
12ms
Latency
34%
CPU
99.9%
Uptime
Batch / Event Trigger
Trigger
Contextual Embedding
Parsing
Knowledge Graph / RAG
Storage
Insight / Agentic Action
Output
[TRIGGER] Batch event received • ctx window: 8192
[EMBED] Contextual embedding computed • 1536 dims
[RAG] Knowledge graph retrieved • k=12 chunks
AUTONOMOUS_ROBOTICS_PIPELINE
SENSING
4ms
Loop Time
250Hz
Sensor Rate
0.1mm
Precision
Sensor Ingest
Trigger
Semantic Segmentation
Parsing
SLAM Map / Navigation
Storage
Physical Actuation
Output
[LIDAR] Point cloud ingested • 64 beams @ 10Hz
[SLAM] Map updated • pose confidence: 0.97
[ACT] Trajectory executed • 0.1mm precision
QUANTUM_COMPUTE_PIPELINE
COHERENT
127q
Qubits
99.1%
Fidelity
0.4ms
T2 Time
Circuit Submission
Trigger
Hardware Transpilation
Parsing
Quantum States / Kernels
Storage
Optimized Solution
Output
[INIT] Circuit submitted • 24 qubits, depth 18
[TRANSPILE] Gate set compiled • IBM Eagle topology
[OUT] Eigenvalue converged • fidelity 99.1%
3
Domains
10+
Projects
1+
Publications
About Me

The Engineer
Behind the Code

I'm Madhav — a researcher and engineer operating across three frontier domains: Artificial Intelligence, Robotics, and Quantum Computing. I bridge cutting-edge research with real-world deployment.

Each domain has its own pipeline — from agentic RAG for AI, to SLAM navigation for robotics, to variational circuits for quantum. I publish research, file patents, and build production systems at the intersection of all three.

10+
Projects Shipped
3yr
Industry Exp.
1+
Publications
15+
Certifications
Experience & Education
2025 — Present
AI/ML Engineer
Freelance · Remote
Building agentic AI systems, RAG pipelines, and LLM-powered products for clients across healthcare, fintech, and SaaS.
LangChainOpenAIFastAPI
Dec 2024 — Jan 2025
ML & Data Science Intern
Upflairs, IIT Kanpur (TechKriti'25)
30-day winter internship in Python, Data Science, and Machine Learning. Worked on spam detection, customer segmentation, predictive modeling. Received LOR from IIT Kanpur.
PythonMLData Science
Artificial Intelligence
Agentic AI, LLM orchestration, RAG pipelines, and knowledge-graph-driven autonomous decision systems.
Robotics
Autonomous navigation, SLAM mapping, computer vision, and real-time sensor fusion for physical actuation systems.
Quantum Computing
Variational algorithms (VQE/QAOA), circuit design, hardware transpilation, and quantum-classical hybrid optimization.
➕_ TECH_STACK

Three Domain Arsenal

Operating across three frontier domains — each with its own pipeline architecture, toolchain, and problem space.

Artificial Intelligence
High-Level AI Variant
Agentic reasoning, LLM orchestration, RAG pipelines, and knowledge-graph-driven decision systems.
01 Batch / Event Trigger Input
02 Contextual Embedding Parse
03 Knowledge Graph / RAG Store
04 Insight / Agentic Action Output
OpenAILangChainLlamaIndex PineconeFastAPIPyTorch
Robotics
Robotics Variant
Autonomous navigation, SLAM mapping, computer vision, and real-time sensor-fusion for physical actuation.
01 Sensor Ingest Input
02 Semantic Segmentation Parse
03 SLAM Map / Navigation Store
04 Physical Actuation Output
ROS2OpenCVYOLO GazeboORB-SLAMArduPilot
Quantum Computing
Quantum Variant
Quantum circuit design, variational algorithms (VQE/QAOA), hardware transpilation, and quantum-classical hybrid optimization.
01 Circuit Submission Input
02 Hardware Transpilation Parse
03 Quantum States / Kernels Store
04 Optimized Solution Output
QiskitCirqPennyLane VQEQAOAIBM Quantum
LLM / AI Engineering
92%
Backend Development
88%
Frontend / React
83%
Databases & Vectors
90%
DevOps & Cloud
85%
Data Science / ML
78%
$ docker ps --all

Project Portfolio
System Deployments

Container ID
Image / Description
Tech Stack
Uptime
View
stk1a2b3

Live Stock Market Monitor

An automated stock tracking system that monitors real-time prices and sends alerts via a Discord bot.

PythonFinnhub APIDiscord API
22 days
↗ View
hrt4c5d6

Heart Disease Prediction System

A predictive model for heart disease detection using Logistic Regression and Decision Trees.

PythonScikit-LearnLogistic Regression
19 days
↗ View
lng7e8f9

Lung Cancer Detection Using ML

An AI model using Convolutional Neural Networks (CNNs) trained on CT scan images.

PythonTensorFlowCNN
45 days
↗ View
dia0c1d2

Diabetes Detection Using ML

Early diabetes prediction via clinical parameters. Evaluated multiple algorithms; LightGBM achieved peak performance.

LightGBMXGBoostScikit-Learn
31 days
↗ View
seg3e4f5

Airline Customer Segmentation

A model to classify loyal vs. disloyal airline passengers using K-Means and Hierarchical clustering.

PythonPandasClustering
14 days
↗ View
gms6g7h8

AI Gesture-Controlled Gaming

Real-time hand tracking system to control games like Subway Surfers using computer vision.

OpenCVMediaPipePyAutoGUI
60 days
↗ View
frm9i0j1

Farmer AI Guider

An AI-based crop and fertilizer recommendation system, deployed as a web app using Flask.

PythonFlaskScikit-Learn
10 days
↗ View
nas2k3l4

Home Server & NAS Storage

Configured dedicated Ubuntu Server for AI/ML projects and personal cloud storage via Nextcloud.

UbuntuNextcloudCloudflare
124 days
↗ View
iot5m6n7

Smart Home Hand Gestures

An AI-powered system that enables gesture-based control of IoT devices via Alexa API integration.

PythonOpenCVAlexa API
41 days
↗ View
llm8o9p0

Automated Bot (LLaMA 3)

A self-replying AI chatbot for Discord using Meta’s LLaMA 3 for dynamic, context-aware interactions.

LLaMA 3Discord APIPython
5 days
↗ View
spm1q2r3

Email Spam & Ham Classification

An email spam detector using NLP and Naïve Bayes to accurately differentiate spam from legitimate emails.

PythonNLPNaïve Bayes
33 days
↗ View
CREDENTIALS

Certifications & Credentials

A comprehensive list of 22 professional credentials across AI research, cloud architecture, and industry simulations.

Google Cloud
Gen AI Agents
Google Cloud
Transforming organizations by deploying autonomous AI agents and orchestration frameworks.
Google Cloud
Gen AI Apps
Google Cloud
Building and transforming workflows using generative AI application development kits.
Google Cloud
Navigate the Landscape
Google Cloud
Strategic understanding of the evolving Generative AI ecosystem and enterprise tools.
Google Cloud
Foundational Concepts
Google Cloud
Core concepts of LLMs, prompt engineering, and responsible AI implementation.
Google Cloud
Beyond the Chatbot
Google Cloud
Exploring advanced Gen AI use cases including creative assets and data synthesis.
Associate
A.I Foundations Associate
Oracle Certified Foundations
Professional certification for AI concepts and Machine Learning on Oracle Cloud.
Global Challenge
One Million Prompters
Dubai Future Foundation
Mastering advanced prompt engineering techniques in a global AI initiative.
Internship LOR
LOR — TECHKRITI'25
Upflairs / IIT Kanpur
Letter of Recommendation for exceptional performance in technical development.
Academic
Research Mastery
Tech Vriksh
Specialized in scientific paper writing and research methodology.
Participation
API Challenge
POSTMAN
Month-long challenge focused on API testing, documentation, and development.
Participation
HTML 5.0 Certification
HTML 5.0
Demonstrated proficiency in modern web structure and semantic HTML5 elements.
Coursework
Computational Thinking
Univ. of Michigan
Problem-solving using decomposition, pattern recognition, and algorithms.
Simulation
Operations Simulation
Goldman Sachs
Real-world operational workflow and process optimization scenarios.
Simulation
Project Management
SIEMENS
Commercial project management focusing on industrial scales and workflows.
Professional
Finance & Investment
ISA Students' Chapter
Technical analysis of financial markets and investment portfolio management.
AI Training
Prompt Engineering
IBM Developer Skills
Advanced techniques for prompting Large Language Models effectively.
Mastermind
Generative AI Mastermind
Outskill / GrowthSchool
Deep dive into generative models and their business applications.
Robotics
ROBO A.I
MyEquation
Development of AI-driven robotic controllers and autonomous logic.
Achievement
Achievement Award
TECHKRITI'25
Recognized for outstanding technical performance during the TechKriti festival.
Attendance
Oracle Academy Attendee
Oracle Academy
Participated in professional cloud and database infrastructure seminars.
Completion
Learn Prompting
LEARN PROMPTING
Structured course on prompt engineering for reliable LLM outputs.
INNOVATIONS

Patents & Innovations

Protecting and sharing breakthrough innovations in AI, machine learning, and intelligent systems.

→ More patents under review and preparation — will be published upon grant.
📄 RESEARCH

Research Publications

Contributing to the advancement of AI/ML through peer-reviewed research and academic publications.

1+
Publications
~
Citations
~
H-Index
~
Awards
🔍 Google Scholar 📄 ResearchGate
EXPERIENCE

Work Experience

Freelance AI/ML
AI Engineer
2024 — Present
Upflairs — IIT Kanpur
ML Intern
Dec 2024 — Jan 2025
AI / ML Engineer
Freelance · Remote
2024 — Present

Building agentic AI systems, RAG pipelines, and LLM-powered products for clients across healthcare, fintech, legal, and SaaS sectors.

  • Designed and deployed multi-agent orchestration systems handling 10k+ requests/day with 99.9% uptime.
  • Built RAG pipelines with Pinecone/Qdrant vector stores, achieving 40% improvement in retrieval accuracy.
  • Delivered AI voice calling agents integrated with Twilio + OpenAI for automated lead qualification.
  • Created HIPAA-compliant AI systems for medical practices, reducing appointment no-shows by 35%.
  • Maintained 15+ client relationships with bi-weekly sprints, Agile methodology, and detailed documentation.
PythonLangChainOpenAI API FastAPIPineconeDockerAWS
Machine Learning & Data Science Intern
Upflairs Pvt. Ltd · IIT Kanpur (TechKriti'25)
Dec 2024 — Jan 2025

Completed a 30-day intensive Winter Internship in Python, Data Science, and Machine Learning under the TechKriti'25 programme at IIT Kanpur.

  • Successfully completed a 30-day Winter Internship in Python, Data Science, and Machine Learning.
  • Worked on real-world ML applications including email spam detection, customer segmentation, and predictive modelling.
  • Demonstrated exceptional problem-solving skills, adaptability, and strong work ethic throughout the programme.
  • Took initiative to explore new ideas beyond assigned tasks, contributing significantly to team projects.
  • Received a Letter of Recommendation from IIT Kanpur for exceptional academic and professional performance.
PythonScikit-learnPandas NumPyData ScienceML
My Process

From Idea to Launch

A clear 6–8 week journey with full transparency every step of the way.

💬
Week 1
💡
Week 2
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Week 3–5
🧪
Week 6
🚀
Week 7
🎧
Week 8+
Discovery & Planning
Understanding your vision, mapping the solution.
  • Requirements doc
  • Tech blueprint
  • Timeline agreed
Architecture Design
Building the technical foundation for scale.
  • System design
  • Database schema
  • API structure
Development
Bringing your project to life with clean code.
  • Core features
  • AI integration
  • Daily updates
Testing & QA
Rigorous testing and security hardening.
  • Bug fixes
  • Performance tune
  • Security audit
Deployment
Launch day — your product goes live.
  • Live production
  • Monitoring setup
  • Documentation
Support
Ongoing support and iterative improvements.
  • Training session
  • 30-day support
  • Maintenance plan
6–8w
Average Timeline
Daily
Updates Provided
15d
Active Support
Free
Post-Launch Fixes
Contact

Let's Work
Together

Ready to build something intelligent and impactful? Send a message and let's turn your idea into a production-ready system.

➕_ madhavvv.in — contact-form
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