Financial Analytics Dashboard
A Streamlit dashboard that turns Python and SQL analysis into revenue, profit, and trend views for decision-makers.
Data Analytics • BI • AI
Hi, I’m Vinod M. Data Analyst, BI Developer, and AI Engineer
I build dashboards, automation, and AI tools for teams that need clearer decisions and less manual work.
Focused on Python, SQL, Power BI, Streamlit, FastAPI, and practical AI work that ships.
17+
Projects
1
Publication
MCA
Graduate
Analytics • AI • Automation
Current Focus
Data analysis, BI dashboards, and AI-enabled workflows
About Me
Vinod M
AI, Data Analytics & Software Engineering
19+
Projects
1
Publication
MCA
Graduate
I am Vinod M, based in Hootgalli, Mysuru. I build data, BI, and AI solutions for real business problems.
My work sits at the intersection of analytics, automation, and software delivery. I turn messy data or vague requirements into something teams can use.
Research publication: IJIRCCE paper on computer vision for object detection, tracking, and speed estimation.
I help build products with Medhaksha Technology. medhakshatech.in
"I like work that is simple to understand, useful in practice, and strong enough to ship."
Currently learning: deeper SQL modeling, dashboard design, and AI workflows that are easier to maintain.
Find me on GitHub, my profile README, and LinkedIn.
I’m open to roles in Data Analytics, Business Intelligence, AI, and Software Engineering where the work is hands-on and practical.
Tech Stack
A practical stack for analysis, dashboards, automation, and product delivery
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Analytics Foundations
How I use this
SQL Python ETL
- Build reporting-ready SQL queries
- Clean, transform, and validate data in Python
- Move data through simple ETL pipelines
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BI & Dashboarding
How I use this
Power BI Streamlit KPI design
- Design Power BI and Streamlit dashboards
- Define KPIs that are easy to read
- Present data in a way stakeholders can act on
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Programming & Delivery
How I use this
Python GitHub REST APIs
- Write Python for data and automation
- Work with Git, GitHub, and REST APIs
- Ship small, usable apps with Streamlit and web tools
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Applied AI
How I use this
ML Feature engineering Model evaluation
- Build lightweight ML and AI prototypes
- Handle feature prep and model evaluation
- Use AI where it improves the workflow
Projects
Selected work with live links, source code, and a focus on practical outcomes
Featured Work
Analytics & Dashboards
Dashboards and reporting tools built to help teams understand performance.
Streamlit
FD
Financial Analytics Dashboard
A Streamlit dashboard that turns Python and SQL analysis into revenue, profit, and trend views for decision-makers.
Finance Analytics Dashboard
Streamlit
VD
Visionverse Analytics Dashboard
A dashboard for tracking computer vision experiments, model metrics, and dataset distribution in one view.
Dashboard Streamlit Analytics
Streamlit
GR
Featured Analytics Project
GRS Analytics Dashboard
A public Streamlit dashboard that makes operational KPIs easier for stakeholders to monitor and review quickly.
Dashboard Streamlit Analytics
Websites & Platforms
Live sites and product platforms that people can actually use.
Vercel
VM
Vinod M Portfolio
A personal brand site that brings together my projects, resume, contact links, and work history in one place.
Portfolio Personal Brand Web
Vercel
SL
Sushvin AI Labs
A deployed playground for experiments, prototypes, and small product ideas that need a public home.
AI Lab Experiments Deployment
Vercel
BG
Bharaath Grocery
An e-commerce grocery app with product listings, cart flow, and a straightforward shopping experience for local customers.
E-commerce Grocery Web App
Vercel
KG
Kamadenu Goushala
A public-facing site built for the Kamadenu Goushala project and deployed on Vercel.
Web App Community Deployment
AI Automation & Chatbots
Automation projects that reduce manual work and connect systems.
Streamlit
HC
Hiring Chatbot
A Streamlit chatbot that automates early candidate interaction and basic screening workflows.
Chatbot HR Automation
Python + FastAPI
WA
AI-Powered WhatsApp Business Automation
An automation system for WhatsApp support flows, reminders, bookings, and handoffs using FastAPI and messaging APIs.
WhatsApp API NLP Automation
Python + NLP
DE
Intelligent Document Key-Value Extraction System
A transformer-based NLP pipeline that extracts key-value pairs from unstructured documents for downstream use.
Transformers OCR Information Extraction
Utilities & Media
Smaller tools built to solve specific problems quickly.
Streamlit
IC
Image Compressor App
A simple Streamlit utility for compressing images quickly before upload or sharing.
Images Compression Utility
GitHub
IA
Image Animation
A small tool for turning static images into lightweight animations for demos and portfolio use.
Animation Images Creative
Computer Vision
Computer vision work focused on detection, tracking, and applied ML.
GitHub
FQ
Fruits Quality Detection
A computer vision prototype that classifies fruit quality using OpenCV and custom datasets.
Computer Vision Detection ML
OpenCV + Python
CV
Object Detection and Speed Estimation System
A computer vision pipeline for detecting, tracking, and estimating object speed from video streams.
Object Tracking Speed Estimation Computer Vision
Experience
Practical experience from internships, research, and self-initiated projects
🚀
Independent Project Work
2024 - Present
Built projects to test ideas, learn new tools, and solve practical business and product problems.
- WhatsApp automation with NLP and FastAPI
- Document intelligence with transformers and OCR
- Computer vision pipeline for detection and speed estimation
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👨💼
AI / Data Intern
Qikk Automation Technology (Rexsatronics), Koorgally
Worked on NLP datasets, Named Entity Recognition, and extraction pipelines during my internship.
- Prepared and validated NLP datasets for Named Entity Recognition (NER) model training
- Supported NER model development with structured, validated data
- Built key-value extraction pipelines and supported model testing
📈
📘
Research Publication
IJIRCCE
Research paper published in IJIRCCE:
"Computer Vision Pipeline for Object Detection and Tracking with Speed Estimation"
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🎓
Master of Computer Applications (MCA)
Academic Foundation
Completed MCA from The National Institute of Engineering with a focus on software development, databases, and applied AI.
View MCA Graduation Certificate- Foundation in algorithms, data structures, and system design
- Coursework in machine learning, databases, and web development
- Capstone projects built around practical AI applications
AI Product Lab
A space where I test AI ideas, build small prototypes, and learn what is worth turning into a real product
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Active Experiments
WhatsApp automation
Document intelligence
Computer vision experiments
ℹ️ Personal Lab
This is a personal experiment space, not a startup. I use it to test ideas, learn faster, and see which concepts deserve more work.
I keep a small AI lab to test ideas, build prototypes, and learn by shipping.
🎯
Build to learn
Use small projects to understand what works
🔬
Practical focus
Keep the work useful instead of theoretical
💡
Ship-ready
APIs, dashboards, and deployment basics
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Business use
Ideas that can help teams save time or work better
"This lab helps me turn ideas into something concrete."
Open the labOngoing Projects
Work in progress that is already deployed or actively evolving.
Vercel
DA
Deva AI
An active AI project that I keep improving as I explore new ideas and workflows.
AILiveIn Progress
Open Project Vercel
SU
Sutra
An ongoing dashboard project where I continue to refine design and data presentation.
DashboardLiveIn Progress
Open Project Render + Vercel + Streamlit
AI
AI Document Intelligence Engine
A full-stack document intelligence platform with FastAPI, Next.js, and Streamlit for extraction, validation, and export.
AIFastAPINext.jsStreamlitDeepSeekOCRLive
Open Project Streamlit
MS
MediSense AI - Healthcare Diagnosis Platform
A healthcare guidance assistant built with NLP that analyzes symptoms, suggests next steps, and includes local support resources.
AINLPHealthcareChatbotPythonspaCyLive
Open Project Vercel + Railway
OA
Office Automation - Back-Office Hub
A back-office hub that combines task management, webhook triggers, and n8n automation into one system.
Next.jsn8nPrismaSupabaseTypeScriptAutomationWebhooks
Open Project Let's Connect
Open to Data Analyst, BI, AI, and Software roles where I can contribute with practical work.
Get In Touch
✅
Message received.
I’ll reply as soon as I can.
Contact details
✉️
💻
GitHub
github.com/Vinodvinum💼
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