Nikhil's Nikhils-G

𝑵𝒊𝒌𝒉𝒊𝒍 𝑺𝒖𝒌𝒕𝒉𝒆

Experienced in LLM architecture , fine-tuning , LangGraph, LangChain, NLP and Worked on Sentence Transformers .
Experienced In Parameter efficient Finetuning techniques(Lora & Q-Lora) , Feature Extraction technique
Experienced in Sentence transformers(all-minilm-L6-v2) for embedding in rag project
Experienced In Neural Network Auto Encoder feature understanding
Built RAG Chatbot and Fine tuned (Gpt2 and Llama ) – LLMS for text generation (Humanizing)
Experienced In Vector Database - Chrome-DB, Pinecone, FAISS
Experienced In Database - MySQL, PostgreSQL, MongoDB
Experienced In Data Science Core stages able to make strong EDA on large scale data
Experienced In Machine Learning ,ML–algorithms(architecture), Model Development , Model Performance Evaluation , Optimizing Model using Optimizing techniques like Hyper Parameter tuning(Grid search, Random search, Random Search) , Feature engineering & Feature selection , Regularization, Ensemble methods(bagging , boosting, stacking ) , early stopping, Cross-Validation , Pruning & Data Augmentation.
Built Advanced Interface for applications with clear cut look
Worked Efficiently with deployment stage .(Railway, Vercel, Netlify, Aws)