Summary
Data Scientist and full-stack AI engineer who owns the whole build — data
pipelines, model training, GenAI agents, and the production app around them.
Shipped computer-vision, LLM-powered analytics, multi-agent and full-stack
platforms end to end, deployed them on Linux servers, and teaches the same
skills to 1,000+ students on YouTube. Strong foundation in data structures
& algorithms, SQL, and clean, maintainable Python / TypeScript.
Skills
Languages & CS
PythonTypeScript / JavaScript
SQLJava
Data Structures & AlgorithmsOOP
Data & ML
NumPyPandasMatplotlib
Scikit-learnFeature Engineering
Deep LearningComputer Vision
OpenCVYOLOv8
GenAI & Agents
LLMsRAGLangChain
OpenAI APIGemini
Multi-Agent SystemsPrompt Engineering
Text-to-SQL
MLOps
DVCExperiment Tracking
Model DeploymentCI/CD
Docker
Full-Stack & Cloud
Next.jsReactFastAPI
Node.js / ExpressREST APIs
PostgreSQLMongoDB
AWS EC2NginxLinux
CloudinaryGit
Experience
Meander Software — Data Scientist & Full-Stack Developer
2024 — Present
- Build data-science and ML features end to end — data cleaning, analysis and model development, then integrate them into production apps.
- Develop backend REST APIs and database layers that serve model output and application data to the product.
- Build frontend interfaces and dashboards in React / Next.js on top of those APIs.
- Manage production Linux servers — deployments, Nginx, PM2 process management, SSL, and keeping live services healthy.
Projects
CodeWithMunnaX — Portfolio & Free Course Platform
live ↗
- Designed and built solo: Next.js (App Router) frontend, FastAPI backend, Neon Postgres, Cloudinary media.
- Built-in admin CMS — projects, blog, courses, newsletter, reviews and site settings editable without code changes.
- YouTube-synced course player (YouTube Data API) with progress tracking and certificate generation.
- Two-layer auth (NextAuth with Google/GitHub/email + server-side admin API key); deployed on AWS EC2 behind Nginx with PM2 and Let's Encrypt SSL.
Next.js · React 19 · TypeScript · Tailwind · FastAPI · SQLAlchemy · PostgreSQL · NextAuth · AWS
QueryMind — AI Analytics Chat GenAI · Text-to-SQL
github ↗
- Turns plain-English questions into validated, read-only SQL over a PostgreSQL database.
- Returns instant answers with live charts and written insights; query validation blocks any write/DDL statements.
Next.js · FastAPI · LangChain · OpenAI · PostgreSQL
AutoScan AI — Automatic Number Plate Recognition Computer Vision
github ↗
- Real-time plate detection from camera streams with YOLOv8 + OpenCV; EasyOCR with heuristic alphanumeric correction and regional format checks.
- Gemini multimodal reasoning for hard cases; Next.js dashboard with Cloudinary storage and serverless Postgres.
Python · YOLOv8 · OpenCV · EasyOCR · Gemini · Next.js · Neon Postgres
Munna Kumar
codewithmunna513@gmail.com · codewithmunnax.com
More Projects
- 3D visualizer engine covering 110+ algorithms — sorting, linked lists, trees, stacks and queues animated in real time.
- Synchronized line-by-line code tracking and sound cues so learners see exactly which line moves which element.
React Three Fiber · TypeScript · Python
HMS — Full-Stack Hospital Management System Full-Stack · AI
github ↗
- Multi-role RBAC for Admin, Doctor and Patient with separate dashboards and permissions.
- AI-assisted medical scan analysis, inpatient bed matrix, digital e-prescriptions, telehealth and a billing ledger.
JavaScript · Node.js · React · MongoDB · REST APIs
AI Collective — Multi-Agent Orchestration Framework Agentic AI
github ↗
- Orchestrates multiple autonomous AI agents that split a complex task, communicate, and hand off work to each other.
- Workflow automation layer for planning, delegation and result aggregation across agents.
TypeScript · LLM APIs · Agent workflows
End-to-End MLOps Pipeline MLOps
github ↗
- Automated preprocessing, training, evaluation and experiment tracking as reproducible pipeline stages.
- Data & model versioning with DVC and continuous deployment through a CI/CD workflow.
Python · Scikit-learn · DVC · CI/CD · Docker
Chest Scan Analysis Medical Imaging · ML
github ↗
- Preprocessing, visualization and model-based analysis of chest scan images using ML and image-processing techniques.
Python · OpenCV · Deep Learning · Matplotlib
Learning Tools
MatplotlibX — in-browser Python Matplotlib lab: 50-topic visual masterclass with live plotting, 3D surface studio and a Monaco editor.
github ↗
SQL Visual Simulator — interactive simulator for relational foundations (PK/FK, normalization, JOINs) with live query runners.
github ↗
DSA in Python — core data structures, essential algorithms, LeetCode solutions and time-complexity breakdowns for interviews.
github ↗
Python / NumPy / Pandas / ML notebooks — open-source notes and projects from fundamentals to supervised, unsupervised and deep learning.
github ↗
Teaching
CodeWithMunnaX — Founder & Instructor, YouTube
2023 — Present
- Teach Python, Data Science, Machine Learning, GenAI and full-stack engineering through project-based tutorials in Hindi.
- Grew a community of 1,000+ learners; full courses run free on codewithmunnax.com with progress tracking and certificates.
- Write long-form technical blog posts and notes that pair with every course.
Education
B.Tech, Computer Science & Engineering
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), M.P.
2020 – 2024
CGPA 8.41/10 · 1st Div. with Honours
Intermediate (Science — PCM)
B.N.M.V. College, Sahugarh, Madhepura — BSEB, Patna
2019
77.4% · 1st Division
Secondary School
Prastavit H/S, Gamharia, Madhepura — BSEB, Patna
2017
80.8% · 1st Division
Personal
Languages: English, Hindi
Location: India · open to remote & relocation