Abhishek Shah

Inflancer Technology, Gwarko, Kathmandu, Nepal

• Recommender Systems: Developed and deployed advanced Recommender Systems (RS) to boost user engagement through personalized content.
• Intelligent Search: Implemented intelligent search features using NLP to enhance content discovery.
• End-to-End AI Solutions: Led the development and deployment of scalable AI solutions on cloud platforms using Docker and Kubernetes.
• Cross-functional Collaboration: Integrated AI features with business objectives, working closely with diverse teams.
• Technical Expertise: Skilled in Python, Apache Kafka, MongoDB, LLMs, and Neural Networks for real-time systems.

Freelance, Dharan, Nepal

• Researched and worked on the "Nepali Music Genre Classification" paper to assist my mentor in studying M.Sc abroad.
• Researched and worked on the "Multi-modal Hate Speech Detection using Deep Learning" paper to assist my mentor studying M.Sc. abroad.

Freelance, Kathmandu, Nepal

• Independently worked on several ML and LLMs Projects.
• Created a Python code generator by Fine-tuning a Llama-2 Model on the custom collected code/description dataset.
• Working on a hand gesture recognition project using OpenCV and deploying it using Vercel.

Codsoft, Bangalore, India

• Developed a machine learning model to identify fraudulent credit card transactions using Logistic Regression and Random Forest, addressing imbalanced data with SMOTE.
• Predicted customer churn with Random Forest achieving 86.55% accuracy, employing data cleaning, normalization, feature engineering, and hyperparameter tuning.
• Implemented NLP techniques for movie genre prediction, optimizing Logistic Regression to achieve 57.87% accuracy.
• Created an SVM model for SMS spam detection, achieving 98% accuracy, with extensive preprocessing.

ACES, Dharan, Nepal

• Worked as a sub-mentor in a one-week-long ML training camp. Helped attendees understand ML concepts, errors, and possible improvements.

Freelance, Nepal

• Developed and contributed to several projects including a Library Manager, Password Strength Checker, Games (Pong, Blackjack, Snake), and a Tkinter Text Editor.
• Built a Ticket Generator using PyQt, Pillow, and Sqlite3, showcasing skills in database handling and image generation.
• Implemented an image editor with OpenCV and Pillow and a SQLite-based student record management system.