About

A passionate AI/ML, GenAI, NLP, Computer Vision, Data Science enthusiast & professional with 2+ years of work experience, Hands-on experience in building data driven intelligent solutions includes skills like python, statistics, data science, machine learning, natural language processing, generative ai and large language models. Proficient in Python Programming Language with the ability to write clean & production standard modular & dynamic codes. Strong Mathematical intuition of statistics, probability, Linear Algebra which are the foundation concepts of Machine Learning, Deep Learning & AI. Generative AI : Large Language Models, Transformers, Prompt Engineering, LangChain, LlamaIndex, Vector Database, Semantic Search, Fine Tuning of LLM (Instruction Finetuning, PEFT, LoRA, QLoRA), Reinforcement Learning from human feedback (RLHF), Proximal Policy Optimization (PPO) , Program Aided Large Language Models, Quantization, Distillation of LLM, Prompt Chains, Agents, Tools, ReAct Framework, Retrieval Augmented Generation ( RAG ) Framework, Embeddings, Indexing, Node Post Processing. ROUGE, BLEU. Computer Vision : CNN, Transfer Learning, Image recognition, Object Detection, Object Segmentation, Face Recognition, Neural Style Transfer Algorithm, ResNet, Vision Transformer, YOLO object detection models, U-Net object segmentation model, GANs, Accuracy-Latency pareto optimality. Machine Learning, Deep Learning, Natural Language Processing : Supervised ML, Unsupervised ML, ANN, CNN, RNN, Activationn Functions, Optimizers, Loss Functions, LSTM, GRU, Transformers, Attention Mechanism, Word Embeddings, Word2Vec, NER, POS Tagging, Viterbi algorithm, Markov model, Optimization of Neural Network using technique like Regularization, Batch Normalization, Dropout Layer, Early Stopping, Quantization of Network. Python, Machine Learning, Deep Learning, NLP, GenAI Frameworks / Tools : NumPy, Pandas, Scikit-Learn, Tensorflow 2.x, Keras, PyTorch, ONNX, LangChain, LlamaIndex, HuggingFace Transformers, OpenAI, ChromaDB, Pinecone, Weaviat, SpaCy, Gensim, NLTK, TextBlob, Sci-Py, mlextend, OCR - Pytesseract, Seaborn, Matplotlib, Plotly, subprocess. Basic Web Development skills : HTML5, CSS, Javascript. Sharpening the knowledge and skills each day…. Heading towards high quality and research oriented career in AI ML.