Aachal Raut

Artificial Intelligence B.Tech Student

LinkedIn | GitHub

About

Final-year B.Tech student in Artificial Intelligence with hands-on expertise in developing robust machine learning models and optimizing data pipelines using TensorFlow and PyTorch. Eager to leverage strong analytical, programming, and problem-solving skills to contribute to high-performance trading infrastructure and address complex data-driven challenges at Tower Research Capital.

Work Experience

Machine Learning Intern

Unified Mentor

May 2025 - Jul 2025

Remote, N/A, IN

Led the development of supervised learning models and managed data pipelines for image analysis tasks.

  • Developed and deployed supervised learning models, including regression, classification, and Convolutional Neural Networks (CNNs), for diverse image analysis tasks.
  • Explored and implemented agent-based modeling and multi-model architecture concepts to enhance predictive capabilities.
  • Managed end-to-end data pipelines, performing feature extraction and real-time data processing using Pandas and NumPy, ensuring data readiness for model training.

Education

Artificial Intelligence

St. Vincent Pallotti College of Engineering and Technology

8.48/10

Jan 2022 - Dec 2026

Nagpur, Maharashtra, IN

HSC (Maharashtra State Board)

Tip Top Convent Higher Secondary School

76.5%

Jan 2020 - Dec 2022

Nagpur, Maharashtra, IN

SSC (Maharashtra State Board)

T.B.R.A.N'S Mundle English Medium School

Jan 2019 - Dec 2020

Nagpur, Maharashtra, IN

Certificates

Hands-on Approach to AI for Real-World Applications

IIT Kharagpur (NPTEL)

Jul 2025

Data Visualisation: Empowering Business with Effective Insights

Tata Forage

Apr 2025

Python for Data Science

IBM/Cognitive Class

Jan 2024

Projects

Mental Health Chatbot (Minor Project)

Jan 2024 - Dec 2025

Developed a Telegram-integrated AI chatbot leveraging NLP techniques to detect stress and anxiety.

Airfare Price Prediction (Regression & Feature Engineering)

Jan 2024 - Dec 2025

Developed a regression model to predict airfare prices using various features, achieving high accuracy.

Skills

Data Visualization

  • Matplotlib
  • Seaborn

Development Tools & Platforms

  • Jupyter
  • Google Colab
  • OpenCV

Natural Language Processing (NLP)

  • NLTK
  • Transformers
  • Sentiment Analysis
  • Keyword Extraction

API Integration

  • Telegram API

Programming Languages

  • Python
  • C++
  • C
  • SQL

Machine Learning

  • TensorFlow
  • PyTorch
  • Keras
  • Scikit-learn
  • Regression
  • Classification
  • CNNs
  • Agent-based Modeling
  • Hyperparameter Tuning

Data Analysis & Manipulation

  • Pandas
  • NumPy
  • Power BI
  • MS Excel
  • Data Pipelines
  • Feature Extraction