Mizhab A S
AI ENGINEER · FULL-STACK DEVELOPER
“I build AI-powered systems, real-time platforms, and developer tools that are fast, scalable, and genuinely useful.”
Engineer by discipline.
Builder by instinct.
I'm an AI Engineer and Full-Stack Developer working across the full spectrum of modern software — LLM-powered applications, real-time architectures, embedded ML, and developer tooling. My stack centers on Python, FastAPI, React, and Flutter, but the tools always follow the problem. What stays constant is the standard: I build for correctness first, performance second. I don't ship something I wouldn't stake my name on, and I don't treat scale and reliability as afterthoughts.
The work that pulls me in hardest lives at the intersection of intelligence and raw systems. I've deployed an AI email classifier that triages inboxes without human intervention, built WebSocket pipelines streaming live patient vitals from ambulances to ER teams where latency is a clinical decision, and analyzed physical room occupancy via raw WiFi Channel State Information on an ESP32 — no cameras, no wearables, just signal physics and pattern recognition determining occupancy.
Currently finishing my B.Tech in Computer Science and Engineering at the Muthoot Institute of Technology and Science, holding a 9.07 CGPA. Outside the classroom, I chair the IEEE Computer Society chapter, lead technical direction for IEDC, and coordinate the college Coding Club — three roles that taught me something no syllabus covers. Building environments where people want to do serious work is its own kind of engineering. The culture around it matters as much as the craft.
“The intersection of hardware and software is where the magic happens—where lines of code manifest as tangible changes in the physical world.”
Currently Leading
Active campus positions
- Computer Society Chair — IEEEDirecting technical workshops, hackathons, and student-led research initiatives
- Technical Lead — IEDCArchitecting project pipelines and mentoring early-stage startup teams
- Club Coordinator — Coding ClubRunning competitive programming tracks and peer-to-peer code review sessions
Curated Works
Unifies multiple Gmail accounts into one intelligent workspace, auto-classifying emails with LLMs.
MailMind is an enterprise-ready intelligent email management platform that unifies multiple disjointed Gmail endpoints into a single workspace. Powered by large language models, it secure-authenticates via OAuth 2.0 and acts as an automated triage layer—partitioning unstructured inboxes into structured tracks like Internships, Job Applications, Interview Invites, Finance, and Promotions. Features cross-account search and instant data persistence.
VigilCare
Streams live patient vitals to hospitals via WebSockets and recommends the fastest nearby ER in real time.
VigilCare is a high-reliability emergency response platform designed to bridge communication gaps between moving ambulances and trauma units. It establishes duplex WebSocket channels to stream live, continuous ECG and SpO2 telemetry directly to ER teams. Simultaneously, the system runs lightweight AI risk analysis on incoming vitals while dynamically computing optimal transit paths using open-source routing machine engines.
Privacy-preserving indoor presence detection using WiFi signal disturbance — no cameras, no wearables.
WiTrace is an alternative to intrusive spatial surveillance cameras. By capturing raw WiFi Channel State Information (CSI) packets directly on an ESP32 microcontroller, the system monitors microscopic variations in signal amplitude and phase caused by human movement. It routes this data through real-time processing pipelines to determine room occupancy counts with high accuracy.
Pathfinder V1
Wearable obstacle-detection device for visually impaired individuals — ultrasonic sensors + Edge Impulse ML on ESP32S3.
Pathfinder V1 brings complex computer-vision style safety awareness into an affordable, wear-and-forget form factor for independent navigation. Running compressed machine learning classification pipelines on an ultra-compact XIAO ESP32S3 microcontroller, the device converts raw data streams from ultrasonic sensors into tactile feedback, utilizing multi-modal buzzers and custom audio cues to map structural terrain threats safely in real time.
Smart Attendance Predictor
Calculates attendance, predicts safe bunk limits, and simulates recovery scenarios — fully offline, no backend.
A highly focused productivity tool crafted specifically to let students balance academic requirements deterministically. It tracks, parses, and projects custom scheduling models completely inside the client browser. Users can calculate current absolute standing, forecast safe cutting ranges, simulate worst-case recovery thresholds, and receive real-time scheduling recommendations without sending private records to an external server.
Technical Pillars
AI & Machine Learning
- Python
- Large Language Models (LLMs)
- Generative AI
- OpenAI API
- LangChain
- Edge Impulse
- TinyML
- Signal Processing
- NumPy
- Scikit-Learn
Backend & Infrastructure
- FastAPI
- Node.js
- RESTful APIs
- WebSockets
- OAuth 2.0
- PostgreSQL
- MongoDB
- DBMS
- Docker
- Git / GitHub
Frontend & UI Engineering
- React
- Vite
- Tailwind CSS
- Flutter
- Dart
- JavaScript (ES6+)
- HTML5
- CSS3
Embedded & Hardware Systems
- ESP32
- XIAO ESP32S3
- ESP-IDF
- C / C++
- Assembly
- Arduino IDE
- CMake Orchestration
- Ultrasonic Sensors
Legacy &
Contribution
BestLabs
Apr 2024 – May 2024Zonal Manager Intern
Coordinated and managed multiple specialized cross-functional student committees. Spearheaded regional communication pipelines, managed task-delegation indices, and tracked milestones across execution teams. Developed advanced organizational and project architecture frameworks through hands-on event management.
Muthoot Institute of Technology and Science
Jun 2025Flutter Development Intern
Formulated and deployed performance-optimized, asset-light mobile UI components using Flutter and Dart. Implemented modern declarative state management principles, built highly fluid custom navigation routes, and optimized viewport responsiveness for heterogeneous hardware profiles.
IEEE MITS
May 2026 – PresentSBC Computer Society Chair
Directing full operational strategies and event programs for the campus IEEE Computer Society chapter. Ideating, engineering, and launching specialized technical workshops, competitive hackathons, and computing seminars designed to network peer developers with industry resources.
IEDC MITS
Feb 2026 – PresentTechnical Lead
Orchestrating technical architecture blueprints, specialized software tracks, and rapid prototyping hackathons focused on generative AI and embedded nodes. Directly mentoring multi-disciplinary student teams in clean-code execution, software deployment, and system debugging loops for national pitch contests.
MITS Coding Club
Jan 2026 – PresentClub Coordinator
Structuring algorithmic problem sets, organizing daily Data Structures and Algorithms challenges, and holding peer code-review meetups to solidify the programming foundation across engineering batches.
Polaris Game Development Club
May 2025 – May 2026Content Lead
Managed editorial roadmaps and structural project content for digital channels, special interest showcases, and game-jam rollouts. Interfaced closely with art asset pipelines and technical programmers to translate game mechanics into public engineering blogs and clean document references.
Campus &
Club Involvement
Verified Tracks
NPTEL Certifications (Elite + Silver)
Specialized validations in Programming, Data Structures and Algorithms Using Python and Database Management Systems (DBMS).
End-to-End Project Lifecycle Using MERN Stack
Industry development certification validating production fluency across ReactJS, Node.js, MongoDB, Express, JavaScript, and Git source control architecture.
Linguaskill Cambridge English Certification (C1+)
Verified advanced academic and fluent professional verbal and written English communication proficiency.
Interactive Atelier
Cognitive Flow Test
"Engineering is the art of organizing design."
"Let's Build Something."
Open to internships, collaborations, and interesting engineering problems.
mizhabayyaril@gmail.com