Available for Roles in 2026

Architecting the Future with
Intelligence & Data

Hi, I'm Ankit Binu. A final-year B.Tech AI & Data Science specialist crafting neural networks, predictive models, and data-driven solutions.

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The Toolkit

Technologies I use to build robust AI systems.

Python
TF TensorFlow
PyTorch PyTorch
SQL & Data
Docker
AWS Cloud
Power BI
R R Lang
Java
Git

Professional Journey

Summer 2025

AI Research Associate

Lets Code AI

  • Built dynamic neural networks that selectively skip layers based on input complexity.
  • Reduced inference time significantly with minimal impact on accuracy.
  • Achieved higher FLOP reduction for resource-constrained environments.
Winter 2024

AI Intern

Intrn Forte

  • Developed AI models to predict benign or malignant human cells.
  • Created predictive models for bank insurance customer acquisition based on demographics and salary data.

Featured Projects

Highlighting work in Deep Learning & Predictive Analytics

Deep Learning Python

Dynamic Layer Skipping

Developed neural networks that improve efficiency by skipping layers based on input complexity. Optimized for resource-constrained systems.

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Medical AI Logistic Regression

Breast Cancer Classification

Model to classify histology images as benign or malignant using the IDC dataset.

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FinTech MLR

Insurance Prediction

Predicting customer purchase behavior using Multiple Linear Regression based on age and salary demographics.

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Research & Insights

Coming Soon

The Future of Edge Computing in AI

Exploring how we can run complex neural networks on low-power devices like microcontrollers.

Coming Soon

Understanding Dynamic Neural Networks

A deep dive into my research on skipping layers to optimize inference speeds without losing accuracy.

Talks & Demos

Project Demo: Layer Skipping

Video content coming soon

Tech Talk: Intro to AI

Video content coming soon

Hackathon Highlight

Video content coming soon