System Online
Vinit Jangir
AI/ML & Full-Stack Engineer.
Architecting full-stack ecosystems and deploying high-performance AI models. Bridging the gap between raw data and kinetic logic.
AI & ML Systems
RAG architectures, face detection, predictive modeling — from research to production.
Cloud Infrastructure
Kubernetes, Docker, Terraform, AWS — systems engineering at undergraduate level.
Full-Stack Dev
React, FastAPI, Go — clean architecture that performs under real-world load.
Open Source
Contributing to pgmpy, sktime, Joomla — navigating 100K+ line codebases globally.
Technologies I work with daily
Engineering
Intelligence
& Scalable
Systems.
I'm Vinit Jangir — an AI/ML specialist and full-stack engineer at Polaris School of Technology (Degree by Medhavi Skills University). I specialize in building intelligent systems at the intersection of machine learning and production-grade infrastructure. My work spans the entire pipeline: from training predictive models and orchestrating RAG architectures, to containerizing services with Docker, deploying on Kubernetes, and provisioning cloud infrastructure with Terraform on AWS.
With a keen eye for system design and a deep understanding of algorithms, I architect solutions that don't just work — they scale. Whether it's building a real-time AI proctoring engine or contributing inference improvements to open-source ML libraries, I blend strategy, performance, and clean code to bring ideas to production. Let's build something that matters.
Professional Path
Work Experience.
Technical Mentor & Product Strategist
Campus Connect · Remote
Jan 2026 — Present
- • Providing technical roadmaps and pre-college guidance to 100+ aspirants on core developer skill sets.
- • Optimized student advisory workflows by 20% through structured data frameworks and industry gap analysis.
Open Source Contributor
Various Organizations (ESOC) · Remote
Jan 2026 — Present
- • Merged 8+ Pull Requests in libraries like pgmpy and sktime, resolving critical backend logic and bugs.
- • Optimized inference algorithms, reducing data processing latency by 15% in high-scale ML repositories.
Why Python for DSA?
Algorithm Design · Competitive ProgrammingPython isn't my crutch — it's my scalpel. While others debate languages, I leverage Python's expressive syntax to prototype O(n log n) solutions in minutes, then validate them against thousands of edge cases. The result? Cleaner AI logic. When your preprocessing pipeline, your model inference, and your algorithmic optimizations all speak the same language, you eliminate translation overhead and ship faster.
Tech Stack
Tools I work with.
Infrastructure & DevOps — Systems Engineering
Kubernetes
Orchestration
Docker
Containers
AWS
Cloud Platform
Terraform
IaC
Linux
Systems & Bash
Redis
In-Memory
CI/CD
Pipelines
Nginx
Reverse Proxy
Languages
Python
DSA Mastery
Go
Scalable Backends
Node.js
JavaScript Runtime
TypeScript
Type-Safe
JavaScript
Frontend & Node
SQL
Data & Queries
AI / ML
RAG
Retrieval-Aug Gen
Face Detection
Real-Time Vision
Predictive Modeling
ML Pipelines
FastAPI
API Framework
JWT
Authentication
Express.js
Middleware
TensorFlow.js
Browser ML
Frontend & Design
React
Component UI
Tailwind CSS
Utility-First
Framer Motion
Animation
Next.js
SSR Framework
Figma
UI/UX Design
Bootstrap
CSS Framework
Vite
Build Tool
Portfolio
What I've built.
Explore my recent projects — each one engineered to solve real problems with production-grade code.
Vision
AI Proctoring PlatformSituation
Educational institutions lack proctoring tools that balance security with student experience.
Action
Engineered real-time face detection via TensorFlow.js, fullscreen enforcement with tab-switch telemetry, and a configurable security engine. Built admin cockpit with React + Zustand, backed by FastAPI + Redis.
Result
Zero-compromise exam environment — achieved 98% accuracy in monitoring student activity with instant anomaly flagging.
AI Orchestrator
AI Productivity App
Smart Task OrchestratorSituation
Modern workflows are fragmented. Manual task prioritization is prone to error and cognitive overload.
Action
Engineered a smart task prioritizer with automated scheduling and AI-driven reminders. Built with React and Express.js middleware, integrating Gemini API for contextual scheduling and AI prioritization logic.
Result
A specialized productivity engine that improved overall workflow efficiency by 25% through automated, intelligent schedule optimization.
Flux Currency
Situation
Currency traders need fast, visually intuitive tracking without the bloat of traditional trading platforms.
Action
Built a real-time tracker for 150+ currency pairs using automated REST API polling and server-side caching. Optimized MongoDB aggregation pipelines for data retrieval.
Result
A high-performance monitoring tool that improved data retrieval efficiency by 30% with millisecond-accurate exchange data.
Personal AI
🔧 In DevelopmentSituation
General-purpose AI assistants lack persistent memory and system-level integration. They forget context between sessions.
Task
Build a personal AI assistant with long-term memory, contextual awareness, and system automation.
Action
Architecting a RAG-based memory system with vector embeddings for persistent conversation history. Implementing automation via Python/Go.
Open Source
Contributing to the ecosystem.
Open source isn't a checkbox on my resume — it's how I sharpen my engineering instincts.
I've actively contributed to pgmpy, sktime, AIonDemand, and p5.js.
Navigating unfamiliar 100K+ line codebases at scale, shipping CI-validated patches, and communicating technical decisions asynchronously with distributed teams across time zones. This real-world exposure allows me to write cleaner, more maintainable code and understand the nuances of large ecosystem architectures.
Recognition & Leadership
Certifications & Activities.
Smart India Hackathon Finalist
Engineered an AI-driven financial chatbot as part of Team SHINRA, reaching the final evaluation stages for national impact in Sept 2025.
Organizing Committee Member
Managed technical infrastructure for major workshops from Aug 2025 – Jan 2026, ensuring 100% uptime for live sessions and seamless delivery.
Get In Touch
Let's build something
intelligent.
I'm open to internships, GSoC 2026, and open-source fellowships. If you're working on something meaningful, let's talk.