AI/ML Engineer focused on building intelligent systems, machine learning pipelines, computer vision applications, and LLM-powered solutions.

I work on applied machine learning, anomaly detection, deep learning, and production-oriented AI systems with a strong focus on solving real-world engineering problems.

• AI/ML Engineer actively seeking full-time opportunities
• Experienced in building end-to-end ML pipelines
• Interested in Machine Learning Engineering, Applied AI, Computer Vision, and Cybersecurity AI
• Passionate about deploying scalable, production-ready intelligent systems

Python • Java • SQL

TensorFlow • Keras • Scikit-learn • XGBoost • Random Forest • SVM

LangChain • Ollama • Hugging Face Transformers • Prompt Engineering • REST APIs

OpenCV • YOLOv2 • Image Preprocessing • Object Detection • Data Augmentation

Pandas • NumPy • Matplotlib • Power BI • Feature Engineering • Model Evaluation

Git • GitHub • Flask • Docker • Linux • Jupyter Notebook • Google Cloud Platform

Cybersecurity AI • Intrusion Detection • Network Traffic Analysis • Anomaly Detection

Machine learning-based intrusion detection system for identifying malicious network traffic using anomaly detection and supervised learning.

Highlights

• Feature engineering on raw network packet data
• Low false-positive threat detection
• Performance evaluation using Precision, Recall, F1-score, and AUC-ROC

Computer vision system for automated gold chain pattern classification and similarity detection.

Highlights

• Custom YOLOv2-based object detection
• Image preprocessing and augmentation pipeline
• Automated visual inspection workflow

Production-ready chatbot built using LangChain and Ollama-hosted models.

Highlights

• Modular architecture with pluggable model backends
• Prompt pipeline optimization
• Retrieval-Augmented Generation experimentation

Built during internship to predict gold price trends using machine learning regression models.

Highlights

• Random Forest, SVM, Linear Regression, XGBoost
• Hyperparameter tuning with GridSearchCV
• Interactive Power BI insights dashboard

Currently building and improving systems in:

• Applied Machine Learning
• LLM Applications
• Computer Vision
• AI for Cybersecurity
• Intelligent Automation

LinkedIn: https://linkedin.com/in/karans7

Open to full-time roles in:

Machine Learning Engineering • AI Engineering • Data Science • Applied AI • Software Engineer • Fullstack Developer