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Welcome

I'm Surya Pratap

Data Scientist||AI Engineer||Gen-Agentic Ai Engineer||Promat Engineer

Surya Pratap

Data Scientist||AI Engineer||Gen-Agentic Ai Engineer||Promat Engineer

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.

  • From:Etawah(UP) India
  • Lives In:Delhi
  • Gender: Male

Project Showcase

Crop Recommendation Advisory System

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.

NLP LLM LangChain

Cab Fare Prediction

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.

Machine Learning Python streamlit

Football Winner Prediction System

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.

Data Science Deep Learning Streamlit

AI Trip Planner

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.

LangChain FastAPI HTML

Movies Recommendation System

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.

NLP Python Transformers

Loan Approval System

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.

Machine Learning FastAPI HTML
8+
Major Projects
15+
Minor Projects
40%
Avg. Performance Improvement
3
Years Experience

My Skills

Coding Skills

  • Python
  • JavaScript
  • Django, Flask, API
  • HTML + CSS

Gen & Agentic ai

  • LangChain
  • LangGraph
  • Langsmith
  • n8n
  • Hugging Face

Database & Other

  • SQL, MySQL
  • PowerBI
  • Excel

Data Science & AI

  • AI
  • DL
  • NLP
  • OpenCV
  • ML
  • Docker

Frameworks

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Education

  • 2024
    Agentic-AI
    University of Study

    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

  • 2023
    GenrativeAI
    University of Study

    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

  • 2022
    Data Science & Python Full Stack
    Ducat Education

    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

  • 2013-17
    B.tech(EEE)
    Dr.APJ AKTU

    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

Experience

  • Jul25 -Present
    Data Scientist
    Madrid Software

    Python,html, CSS,ML,SQL,DL,RNN

  • Aug24 -1March25
    Data Scientist
    Tanvika Software

    Python,html, CSS,ML,SQL,DL,RNN

  • Aug24-1March25
    Data Scientist
    Appwars Technologies pvt. ltd

    Python,Pandas,Numpy,Matplotlib,Seaborn,sklern Tensorflow keras, pytourch,nltk,opencv,SQL,PowerBI,Excel

  • 1May24-AUG24
    Data Scientist
    Danip Technologies

    Python,html, CSS

  • Jan23-May24
    AI & Python Developer
    SOFTnexs

    ChatBot with Rule Based Response,TiC-Tac-Ai, image captioning,face detection and recognition

My Projects

Blog

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