I am Surya Pratap, a passionate Data Scientist | AI Engineer | Gen-Agentic AI Engineer | Prompt Engineer with 2.5 years of full-time professional experience and 1 year of internship experience in Artificial Intelligence, Data Science, and Full-Stack Python Development. My academic journey began with a B.Tech in Electrical and Electronics Engineering, where I built a strong foundation in problem-solving, analytical thinking, and technology. To pursue my passion for data-driven innovation, I completed advanced training in Data Science, which enabled me to bridge theory with real-world applications. Over the years, I have successfully completed 20+ projects, demonstrating my ability to design, develop, and deploy AI-powered solutions that deliver real business value.
Crop Advisory System using LLM is an AI-powered project that provides location-based crop recommendations using area PIN code. It analyzes real-time weather, soil conditions, and seasonal data to suggest suitable crops, fertilizers, and irrigation practices, helping farmers make smart, data-driven agricultural decisions efficiently.
Developed a machine learning–based cab fare prediction system using Python and Streamlit. The model analyzes distance, time, and demand factors to accurately estimate ride fares, helping users make informed travel decisions through an interactive and user-friendly interface.
Built a data-driven football match winner prediction system using data science and deep learning techniques. The model analyzes team performance, player statistics, and historical match data to predict outcomes, delivered through an interactive Streamlit dashboard for real-time insights.
Developed an intelligent AI-powered trip planning system using LangChain and FastAPI that generates personalized travel itineraries based on user preferences, budget, and duration. The application delivers optimized routes, activity suggestions, and travel insights through a clean HTML-based interface.
Developed an NLP-based movie recommendation system using Python and transformer models. The system analyzes user preferences, reviews, and viewing history to deliver personalized movie suggestions, helping improve user engagement and enhance content discovery through intelligent, data-driven recommendations.
Built a machine learning–based loan approval system using FastAPI and HTML that evaluates applicant data to predict loan eligibility. The model automates decision-making, reduces risk, and improves approval accuracy by identifying high-risk and low-risk applicants efficiently.
Skills:LLM,LangChain,LangGraph,Langsmith,N8N,Airtable,GPT-5,Ollama,BERT,Hugging Face
Activities and societies:
Generative Ai,Text ChatBot,Gpt-4,Text generation, Recommended product, Recognition system, speech recognition,Time series forecasting
Tensorflow,Pytorch,keras
ANN,RNN,LSTM,GRU,CNN,Cv2,GAN,BOW, Generator, discriminator
Skills:LangChain,LangGraph,Langsmith,LLM,Hugging Face,GPT-4,Ollama
Activities and societies:
Generative Ai,Text ChatBot,Gpt-4,Text generation, Recommended product, Recognition system, speech recognition,Time series forecasting
Tensorflow,Pytorch,keras
ANN,RNN,LSTM,GRU,CNN,Cv2,GAN,BOW, Generator, discriminator
Skills: Machine Learning · MySQL · Natural Language Processing (NLP) · Python (Programming Language) · Microsoft Excel · Microsoft Power BI · Deep Learning · Artificial Intelligence (AI) · SQL · OpenCV
Activities and societies: Text-Chatbot,EDA sentiment analysis for Twitter API, Recommended system, Face detection, Ecommerce website Product recommended, Video ChatBot,Power Deshbord report, Response Deshbord Webpage
Skills: PLC Programming · LabVIEW · MATLAB
Activities and societies: Robot car control using Arduino,GPS/GSM tracking system
Arduino,PLC, LabVIEW,ETAP, Basic C+
Machine, Control system, Microprocessor, Linux,HVDC,Motor, Transformer
Python,html, CSS,ML,SQL,DL,RNN
Python,html, CSS,ML,SQL,DL,RNN
Python,Pandas,Numpy,Matplotlib,Seaborn,sklern Tensorflow keras, pytourch,nltk,opencv,SQL,PowerBI,Excel
Python,html, CSS
ChatBot with Rule Based Response,TiC-Tac-Ai, image captioning,face detection and recognition