Nitin K.

I am an accomplished professional with 6+ years of industry expertise and a prestigious PhD in Computer Science. My passion for innovation has driven me to excel in AI and computational linguistics. I have led trailblazing projects using Deep Learning to solve complex challenges. Additionally, I am proficient in Stable Diffusion, providing elegant and robust solutions to mathematical problems. In NLP, I craft intelligent language models, sentiment analysis systems, and machine translation algorithms, transforming language processing. As a dedicated Prompt Engineering expert, I revolutionize conversational AI and enhance user experiences with strategic and tailored prompts. EXPERTISE AND EXPERIENCE:- ✅Built AI/ML model using following technologies: § Supervised Learning: Classification, Regression, Object Detection, Object Recognition, Semantic Segmentation, Image Captioning. § Unsupervised Learning: Clustering, Association, Dimensionality Reduction, Autoencoders (Feature Learning), Density Estimation, Generative Models. § Reinforcement Learning: Q-values, epsilon-greedy strategy, learning rate, exploration vs. exploitation. § Ranking, Boosting, Classification Algorithms, Neural Nets, Decision Trees § Speech Recognition § Automating Model Testing ✅Built NLP algorithms using following technologies: § Text Analysis and Summarization § Entities Extraction, Topic Modeling § Document Classification and Clustering. Sentiment Analysis § Dialog Modeling and Chatbots ✅Deep Learning: Proficient in designing, developing, and implementing state-of-the-art deep neural networks for image recognition, object detection, semantic segmentation, and natural language processing. ✅Computer Vision: Extensive hands-on experience in techniques like feature extraction, image classification, object tracking, 3D reconstruction, and OCR. ✅Prescriptive and Predictive Analytics Modeling: Develop sophisticated Artificial Intelligence Models, Machine Learning, and Deep Learning algorithms. ✅Stable Diffusion: Expertise in employing Stable Diffusion for numerical simulations, solving partial differential equations, and handling mathematical complexities in AI applications. ✅ Python Programming: Extensive experience using Python and libraries like NumPy, Pandas, Scikit-learn, and TensorFlow to build robust machine learning models. ✅ Generative AI: Specialized in GANs, VAEs, and other generative models to create realistic data and drive creativity in AI applications. ✅ Model Evaluation and Validation: Experienced in assessing model performance using various metrics and implementing cross-validation techniques for reliable results ✅ Hyperparameter Tuning: Proficient in tuning model hyperparameters using techniques like grid search, random search, and Bayesian optimization for optimal performance. PROJECT HIGHLIGHTS:- ✅Deep Learning / Computer Vision § Real-time assistance system for surgery, identifying key structures in video footage. § Breast cancer prediction using low-resolution ultrasound images. § Deep learning model for automatic object identification in surgical trays. § Skin cancer detection from mobile app photos. § People counting in cafeterias for traffic flow optimization. § Smart car parking solution with bird's eye view of parking lots. § Benchmarking image classification models on Covid-19 chest x-ray dataset. ✅Natural Language Processing § Tuberculosis identification and epidemic prediction from real-time Twitter streams and GIS. § Detection of suicidal markers in suicide notes for the Department of Forensic Medicine and Toxicology at AIIMS. § Information extraction from lease documents for lease audit automation. § Chatbots using website and transaction data to answer user questions. § Tool for information extraction from invoices. ✅Artificial Intelligence / Machine Learning Models § 360 Patient Journey Analytics using various data sources. § Intraoperative surgical intelligence for real-time insights to surgeons. § Alzheimer’s Virtual Test and Match to Clinical Trial. § Platform for innovative insights to improve pharma companies' top line. § AI-supported mobile App for breast mass triage. § Hospital Cognitive Automation for cost-saving and surgery rescheduling reduction. § Entity extraction from lease documents for lease audit automation. § AR-enabled advanced order management system for office and field use. ✅Prompt Engineering Models § Create A Prompt For Generating Emails And LinkedIn Message § Prompt Engineering automation to generate automatic message to respond to prospect query. § Leveraging machine learning and NLP expertise to create high-quality prompts for Chat GPT models. By crafting prompts that are optimized for the specific use case, the model can generate more accurate and relevant responses to user inputs.