Hi, I'm Ankit Kumar
AIML Enthusiast & Builder
I play with code and fun tech ideas.

A passionate AIML Enthusiast & Builder, creative technologist, and builder at heart.

About Me

Discover more about my background, skills, and passion for machine learning.
Ankit Kumar
Ankit Kumar
AIML Enthusiast & Builder

I work with data and algorithms to build stuff that solves real problems. Living in Gwalior right now, but Bihar will always be home.

My Approach

I’m in my third year of B.Tech in AI & Machine Learning at MITS, Gwalior. I like to think of tech as something more than just lines of code or complex models , to me, it’s a way of thinking, exploring, and sometimes even creating a little magic. I care about how things feel just as much as how they function. Whether I’m working on a problem or designing something new, I try to keep it thoughtful, clear, and maybe even a bit unexpected. I like building things that make sense, make people curious, or just make things a little better. I’m always drawn to the mix of logic and creativity, and I enjoy the process of turning an idea into something real , not perfect, but intentional. At the end of the day, I just love making things that feel honest, useful, and a little bit personal.

My Projects

Here’s a curated list of some of my best work, available on my GitHub: github.com/ankitxrishav
Personal Portfolio Website
Personal Portfolio Website
2025

The interactive portfolio website you are currently viewing. Designed to showcase my skills, projects, and journey as an ML Engineer and Creative Technologist. Built with Next.js, React, Tailwind CSS, and Three.js for dynamic 3D visuals.

Next.js
React
TypeScript
TailwindCSS
Three.js
Hand Gesture–Controlled Music Generator
Hand Gesture–Controlled Music Generator
2022

A creative computer vision project that converts real-time hand gestures into sitar-like musical sounds. Used OpenCV to detect hand positions using webcam input. Mapped gestures to MIDI sounds to generate musical notes. Created a real-time performance experience.

Python
OpenCV
MediaPipe
SoundDevice
NumPy
FenrirMessage — Secure Messaging App
FenrirMessage — Secure Messaging App
2024

A privacy-first messaging application with clean UX and end-to-end message handling. Designed the UI and built the full-stack structure. Focused on minimalism, responsiveness, and data protection. Integrated core messaging features.

JavaScript
HTML/CSS
Node.js
Electricity Demand Prediction
Electricity Demand Prediction
2024

A machine learning system that forecasts electricity demand based on historical data and weather features. Built a predictive model using time-series (LSTM) and deep learning techniques. Engineered features like holidays, temperature, solar generation, and seasonality. Visualized demand trends for smart energy planning.

Python
Pandas
NumPy
Matplotlib
LSTM
Crimes Against Women — Analysis & Prediction
Crimes Against Women — Analysis & Prediction
2024

A social-impact-driven ML pipeline analyzing and predicting trends in crimes against women across Indian states. Cleaned and analyzed crime datasets. Built classification/regression models to predict crime rates. Provided region-wise visual insights for awareness.

Python
Scikit-learn
Pandas
Seaborn
Matplotlib

Journey & Expertise

Exploring my professional path and the skills I've honed along the way.

My Journey

Vision Going Forward

Looking Ahead

Ethical & Engaging AI Systems

My goal is to build ethical, intelligent, and emotionally resonant AI systems that don’t just function — they engage, adapt, and enhance the world around them.

Evolving into a Creator

During B.Tech

Real-world Problem Solving & Project Development

Moved beyond classroom knowledge into real-world problem-solving. I explored diverse fields — energy, safety, music, privacy — building tools that merged data, AI, and design.

B.Tech in AI & ML

2023 - Present

Madhav Institute of Technology and Science (MITS), Gwalior

Currently in my third year. From day one, I immersed myself in coding, machine learning fundamentals, and hands-on experimentation — from time-series modeling to real-time computer vision systems.

PNPS, Sasaram

2022

Senior Secondary (12th Grade) — Achieved 81%

Completed my 12th grade with an 81% score. My early love for math and logic naturally guided me toward a career in technology.

DAV Public School, Bikramganj

2020

High School (10th Grade) — Achieved 94%

Laid a strong academic foundation with a 94% score in my 10th grade, fueling my interest in analytical thinking.

My Skillset

Programming Languages
Python
TypeScript
C++
Frameworks & Libraries
Tailwind CSS
TensorFlow
PyTorch
Scikit-learn
Pandas
NumPy
Matplotlib
Seaborn
OpenCV
MediaPipe
Three.js
AI/ML Expertise
Machine Learning
Deep Learning
Time-Series Analysis
Computer Vision (CV)
Natural Language Processing (NLP)
Interactive Systems
LSTM Networks
Tools & Platforms
Git & GitHub
Streamlit
HTML/CSS
SoundDevice
Creative Skills
Video Editing
Graphics Design

Contact Me

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your visions.
Let's Connect

Feel free to reach out via email or connect with me on social platforms. I'm excited to discuss new opportunities and collaborations!

ankitkrpt@gmail.com