Anish Rane
@anishrane
Aspiring Artificial Intelligence Engineer with expertise in Machine Learning.
What I'm looking for
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
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.
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.
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.
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.
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
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
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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