Manjiri Kench
$ boot --system "online"

$ initializing —> Manjiri Kench

Computer Engineering • AI & CV • Web & Embedded Systems

“I build systems that learn, interfaces that delight, and prototypes that ship ideas.”

Open Project Vault Inspect Skill Modules

Profile Matrix

Manjiri profile

Hi, I am Manjiri Kench — a full-stack caffeine-fueled code compiler.

  • 📍 Pune, India
  • 🎓 B.Tech — Computer Engineering
  • 💡 Interests: I talk to code more than humans, and my variables have better names than my plants.

Hi, I am Manjiri Kench — a full-stack caffeine-fueled code compiler.

Expert at turning coffee ☕ into Python scripts, HTML pages, and drones that actually obey my hand gestures. Debugging life one semicolon at a time; sometimes I wish GitHub accepted life commits. Can hack together an AI model before breakfast, but still procrastinate on laundry. Started as a curious human.exe, poking at gadgets and typing random scripts. Fast-forward: upgraded to Computer Engineering student v2.0. Built drones that listen to my hands (because voice control is too mainstream), AI skill analyzers that judge resumes harder than my professors, and web projects that make UI/UX look like sorcery

Current moto: sudo make coffee && git push --force creativity

Skill Modules

System capability distribution (visualized as modules)

Frontend Systems

HTML, CSS, Responsive Design, Accessibility, UI/UX, Figma

90%

Backend & APIs

Python (Flask/Django), REST APIs, SQLite, Firebase

82%

AI & Computer Vision

OpenCV, YOLO-based detection, Tesseract OCR, DeepFace

78%

Embedded & IoT

ESP32, Arduino, MPU6050, ESP-NOW, Power optimization

75%

Languages

Python • C • C++ • Java • SQL

85%

Team & Leadership

Project lead, Web domain lead, Mentoring, Collaboration

80%
FlaskOpenCVYOLOESP32SQLiteFigmaHTML/CSS

Project Vault

Selected builds, research & prototypes

🧠 AI Skill Gap Analyzer

Flask-based tool that parses resumes, extracts skills, and recommends job matches and learning paths.

  • Resume parsing • Skill extraction
  • Gap analysis • Personalized suggestions

🪪 Smart ID Validation System

YOLOv11n-based ID detection + optional face verification to log attendance, integrated with timetable mapping.

  • Real-time detection • SQLite/Firebase logging
  • Lecture-wise analytics & merge suggestions

🚁 Gesture-Controlled Drone

ESP32 + MPU6050 hand-gesture drone for agricultural irrigation — onboard processing, ESP-NOW comms, weight optimization.

  • Gesture mapping • Wireless control
  • Optimized frame & brushless system

🌐 AI Job portal

An AI powered job portal using NLP, BERT-SENTENCE TRANSFORMER.

  • Skill matching
  • Recommneded Courses, tips and suggestions

More about me

"You will mostly find me coding something”

Warning: prone to sudden bouts of debugging obsession. Hobbies include: converting caffeine ☕ into functioning code, making travel vlogs where bugs are only in the camera, and occasionally committing life mistakes to GitHub (don't worry, reverted).

Fun fact: I once tried to teach my plants to code. They didn't get the syntax, but they did grow better with all the attention.

$ future_vision

Build AI that actually understands humans (not just resumes). Create drones that multitask better than me. Lead projects that make tech intuitive, fun, and hackable. Keep coding, learning, and pushing commits to life’s main branch. Ultimately: sudo make world_better && git merge dreams

Always learning. Always iterating.