Mithun Raj Banoth

Final Year Undergraduate, Electrical Engineering
Kanpur, IN.

About

Highly motivated Final Year Undergraduate in Electrical Engineering at IIT Kanpur with a strong foundation in Machine Learning, Data Science, and Computer Vision. Proven ability to design, develop, and evaluate complex AI/ML models for sequential data, text analysis, and predictive analytics. Adept at leveraging advanced algorithms (LSTM, SVM, XGBoost, PCA, LDA) and tools (TensorFlow, PyTorch, Scikit-Learn) to achieve high accuracy and deliver interpretable insights. Demonstrated leadership and organizational skills through significant roles in large-scale events and student support services, managing teams and logistics for 2500+ participants. Seeking opportunities to apply technical expertise and leadership capabilities in an impactful role.

Volunteer

NSS, IIT Kanpur (National Service Scheme)
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Coordinator

Summary

Managed the registration and organization of a transformative workshop focused on universal human values.

Highlights

Managed the registration process for an eight-day workshop on Universal Human Values, ensuring an efficient and seamless experience for all participants.

Organized a transformative eight-day workshop focused on self-exploration and the analysis of values inherent in individuals.

Antaragni'22 (IIT Kanpur Annual Cultural Festival)
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Senior Executive

Summary

Led campus ambassador recruitment and coordination, and managed comprehensive logistics for a large-scale cultural festival.

Highlights

Recruited over 150 Campus Ambassadors nationwide, significantly amplifying the fest's outreach through effective social media and promotional campaigns.

Coordinated seamlessly with Campus Ambassadors to ensure timely accomplishment of targets and maintained comprehensive records.

Strategized and executed complex logistics encompassing hospitality, accommodation, transportation, and event management for over 2500 participants.

Students Placement Office, IIT Kanpur
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Volunteer

Summary

Provided crucial support in managing logistics and recruitment processes for student placements.

Highlights

Managed the logistics for shortlisted students during tests and interviews, ensuring smooth coordination and execution of the placement process.

Handled the recruitment process for leading companies, including Finmechanics and Enphase.

Education

Indian Institute of Technology Kanpur

B.Tech

Electrical Engineering

Grade: 6.3/10

Courses

Probability and Statistics

Partial Differential Equations

Complex Analysis

Linear Algebra and Ordinary Differential Equations

Introduction to Machine Learning

Probabilistic Machine Learning

Introduction to Reinforcement Learning

Machine Learning for Wireless Communication

Statistical & AI Techniques in Data Mining

Introduction to Electronics

Microelectronics

Digital Electronics

Power Electronics

Signals, Systems & Networks

Control Systems Analysis

Digital Control

Power Systems

Introduction to Electrical Engineering

Electromagnetic Theory

Sri Chaitanya Junior College, Hyderabad

Intermediate (XII)

Science

Grade: 98.6%

Oxford High School, Hanamkonda

Secondary (X)

General Studies

Grade: 9.7/10

Skills

Programming Languages

C, C++, SQL, MATLAB, Python.

Machine Learning Libraries & Frameworks

NumPy, Pandas, Matplotlib, TensorFlow, PyTorch, Seaborn, Scikit-Learn.

Tools & Utilities

Git, GitHub, LTspice, LaTeX.

Projects

Incremental Learning Framework for Sequential Classification

Summary

Designed and evaluated an incremental learning framework for binary classification, focusing on maintaining model stability and adaptability across sequential datasets.

Telco Customer Churn Analysis

Summary

Conducted a comprehensive analysis of the IBM Telco Customer Churn dataset to identify key influencing factors and predict churn with high accuracy.

AI-Generated Text Detection System

Summary

Developed a robust system to accurately distinguish AI-generated text from human-written content, leveraging advanced NLP and machine learning techniques.

Multi-Model Framework for Sequential and Text Data Analysis

Summary

Engineered a multi-model framework for comprehensive sequential and text data analysis, addressing complex dependencies and achieving high classification accuracy.

Lane Detection System

Summary

Implemented a computer vision-based system in Python for accurate road lane boundary detection, crucial for autonomous vehicle navigation.