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Anish Rane

@anishrane

Aspiring Artificial Intelligence Engineer with expertise in Machine Learning.

India
Message

What I'm looking for

I am looking for a role that fosters innovation and offers opportunities for growth in AI and Machine Learning.

I am an aspiring Artificial Intelligence Engineer with a strong foundation in Machine Learning and a passion for developing intelligent systems. My academic journey includes a PG Program in Machine Learning & AI and a Bachelor's degree in Mechanical Engineering, where I honed my analytical and problem-solving skills.

Throughout my projects, I have successfully implemented various machine learning techniques, including supervised and unsupervised learning, deep learning, and natural language processing. Notably, I developed a retrieval-augmented generation chatbot for processing life insurance PDFs with over 95% accuracy and built a CNN classifier for skin cancer detection, achieving 92% test accuracy. My experience with tools like TensorFlow, Keras, and OpenAI has equipped me to tackle complex challenges in AI.

I am eager to contribute to an innovative organization where I can apply my technical skills and collaborate with cross-functional teams to drive data-driven impact. I thrive in dynamic environments that encourage growth and creativity.

Experience

Work history, roles, and key accomplishments

IB
Current

RAG-Based Life Insurance Chatbot

International Institute of Information Technology, Bengaluru

Jan 2023 - Present (2 years 7 months)

Developed retrieval-augmented generation chatbot processing life insurance PDFs with 95%+ accuracy. Implemented dual-stage retrieval (vector similarity + CrossEncoder reranking) with GPT-3.5 Turbo integration.

IB
Current

Deep Learning Skin Cancer Detection

International Institute of Information Technology, Bengaluru

Jan 2023 - Present (2 years 7 months)

Built a CNN classifier for 7 dermatology cancer subtypes, achieving 92% test accuracy. Implemented data augmentation and dropout regularization for improved diagnostic performance.

IB
Current

Video Gesture Recognition System

International Institute of Information Technology, Bengaluru

Jan 2023 - Present (2 years 7 months)

Developed spatiotemporal deep learning model for video gesture classification (78% validation accuracy). Applied 3D-CNN architecture with L2 regularization and hyperparameter optimization.

IB
Current

AI Travel Itinerary Planner

International Institute of Information Technology, Bengaluru

Jan 2023 - Present (2 years 7 months)

Building intelligent travel chatbot with real-time flight/hotel data integration via Amadeus API. Implemented prompt engineering and personalized recommendation algorithms.

IB
Current

Semantic Fake News Detection

International Institute of Information Technology, Bengaluru

Jan 2023 - Present (2 years 7 months)

Developed semantic text classification system achieving 91% accuracy and 0.906 F1 score. Applied advanced NLP preprocessing (lemmatization, POS tagging) with ensemble ML models.

Education

Degrees, certifications, and relevant coursework

International Institute of Information Technology, Bengaluru logoIB

International Institute of Information Technology, Bengaluru

PG Program, Machine Learning & AI

2023 -

Currently pursuing a Post Graduate Program in Machine Learning and Artificial Intelligence. This program focuses on advanced concepts and practical applications in AI, including deep learning, natural language processing, and machine learning algorithms.

Savitribai Phule Pune University logoSU

Savitribai Phule Pune University

Bachelor of Engineering, Mechanical Engineering

2020 - 2023

Grade: 93 %

Completed a Bachelor of Engineering in Mechanical Engineering, gaining a strong foundation in engineering principles and problem-solving. Achieved a high academic performance with 93% marks.

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Anish Rane - RAG-Based Life Insurance Chatbot - International Institute of Information Technology, Bengaluru | Himalayas