AI • Robotics • Quantum Computing

Hi, I'm Madhav

Exploring A.I | Robotics | Quantum Computing (QC)

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.

⚡ Start a Project ➕_ View My Work
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
nvx0a1b2

NOVA-X — Autonomous Multimodal AI Operations Agent

Production-grade autonomous AI platform orchestrating 6 specialised LangGraph agents over images, PDFs, dashboards, and live video — cutting enterprise document analysis time by ~70% with 92% semantic retrieval precision.

LangGraph GPT-4V LLaVA Qdrant CrewAI YOLOv8 PaddleOCR FastAPI LangSmith Docker
97% score
↗ View
agr3c4d5

AEGIS-R — Autonomous Robotics Vision-Language Agent System

5-agent LangGraph + CrewAI robotics pipeline (Perception → VL Reasoning → Memory → Planning → Safety) integrating ROS2, YOLOv8, and SAM for real-time scene understanding — accelerating spatial task completion by 70%.

ROS2 LangGraph GPT-4V YOLOv8 SAM Qdrant MediaPipe FastAPI Arize Phoenix OpenCV
94% score
↗ View
stk1a2b3

Workflow Intelligence System (WFI)

An AI-powered audit platform that analyzes desktop activity patterns to detect repetitive tasks, workflow bottlenecks, and automation opportunities.

PyTorch Transformers fine-tuning Tracker
22 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
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
◆
◆ CREDENTIALS

Certifications & Credentials

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

GUVI x HCL
Building & Deploying Applications with Google AI Studio
GUVI Geek Networks
Hands-on certification focused on building and deploying AI-powered applications using Google AI Studio and modern cloud tools.
Jan 2026 Verify ↗
Vizuara AI Labs
International Scientific ML (SciML) Challenge 2026
Vizuara AI Labs, India
Participated in an international-level machine learning challenge focusing on scientific ML applications and problem-solving.
2026 Verify ↗
Tavily
Web Search API Certification
Tavily
Certification on building intelligent applications using web search APIs and real-time data retrieval systems.
2026 Verify ↗
Coursera x IIMA
Strategy and Game Theory for Management
Indian Institute of Management Ahmedabad
Covered strategic decision-making, game theory models, and competitive analysis in business environments.
Mar 2026 Verify ↗
Oracle Academy
Java Foundations – English
Oracle Academy
Core Java fundamentals including OOP concepts, syntax, and foundational programming skills.
Apr 2026 Verify ↗
Google Cloud
Gen AI Agents
Google Cloud
Transforming organizations by deploying autonomous AI agents and orchestration frameworks.
2024Verify ↗
Google Cloud
Gen AI Apps
Google Cloud
Building and transforming workflows using generative AI application development kits.
2024Verify ↗
Google Cloud
Navigate the Landscape
Google Cloud
Strategic understanding of the evolving Generative AI ecosystem and enterprise tools.
2024Verify ↗
Google Cloud
Foundational Concepts
Google Cloud
Core concepts of LLMs, prompt engineering, and responsible AI implementation.
2024Verify ↗
Google Cloud
Beyond the Chatbot
Google Cloud
Exploring advanced Gen AI use cases including creative assets and data synthesis.
2024Verify ↗
Associate
A.I Foundations Associate
Oracle Certified Foundations
Professional certification for AI concepts and Machine Learning on Oracle Cloud.
2024Verify ↗
Global Challenge
One Million Prompters
Dubai Future Foundation
Mastering advanced prompt engineering techniques in a global AI initiative.
2024Verify ↗
Internship LOR
LOR — TECHKRITI'25
Upflairs / IIT Kanpur
Letter of Recommendation for exceptional performance in technical development.
2025View ↗
Academic
Research Mastery
Tech Vriksh
Specialized in scientific paper writing and research methodology.
2025Verify ↗
Participation
API Challenge
POSTMAN
Month-long challenge focused on API testing, documentation, and development.
2024Verify ↗
Participation
HTML 5.0 Certification
HTML 5.0
Demonstrated proficiency in modern web structure and semantic HTML5 elements.
2024Verify ↗
Coursework
Computational Thinking
Univ. of Michigan
Problem-solving using decomposition, pattern recognition, and algorithms.
2024Verify ↗
Simulation
Operations Simulation
Goldman Sachs
Real-world operational workflow and process optimization scenarios.
2024Verify ↗
Simulation
Project Management
SIEMENS
Commercial project management focusing on industrial scales and workflows.
2024Verify ↗
Professional
Finance & Investment
ISA Students' Chapter
Technical analysis of financial markets and investment portfolio management.
2024Verify ↗
AI Training
Prompt Engineering
IBM Developer Skills
Advanced techniques for prompting Large Language Models effectively.
2024Verify ↗
Mastermind
Generative AI Mastermind
Outskill / GrowthSchool
Deep dive into generative models and their business applications.
2024Verify ↗
Robotics
ROBO A.I
MyEquation
Development of AI-driven robotic controllers and autonomous logic.
2024Verify ↗
Achievement
Achievement Award
TECHKRITI'25
Recognized for outstanding technical performance during the TechKriti festival.
2025Verify ↗
Attendance
Oracle Academy Attendee
Oracle Academy
Participated in professional cloud and database infrastructure seminars.
2024Verify ↗
Completion
Learn Prompting
LEARN PROMPTING
Structured course on prompt engineering for reliable LLM outputs.
2024Verify ↗
Cisco Networking Academy
Linux Essentials
Cisco Networking Academy
Fundamentals of Linux systems, command-line usage, and system administration basics.
Jan 2026 Verify ↗
◆
⚑ 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.

Email
Mail Me
WhatsApp
Message me on WhatsApp
LinkedIn
Connect with me
Location
India (Available Worldwide)
➕_ madhavvv.in — contact-form
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