Welcome to My Portfolio

I'm Surya Pratap

Data Scientist | AI Engineer | Gen-Agentic AI Engineer | Prompt Engineer with 2.5+ years of experience in building intelligent AI solutions and data-driven applications.

Data Science AI/ML GenAI Agentic AI Python NLP
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About Me

Passionate AI professional with expertise in Data Science, Machine Learning, and cutting-edge AI technologies.

Surya Pratap

Surya Pratap

Data Scientist | AI Engineer | Gen-Agentic AI Engineer

I am Surya Pratap, a passionate Data Scientist and AI 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.

Location

Delhi, India

Experience

2.5+ Years

Projects

20+ Completed

Education

B.Tech (EEE)

Get In Touch Download CV

Professional Experience

My journey through innovative companies, building AI solutions and driving digital transformation.

Jul 2025-Present

Madrid Software

Delhi

Data Scientist

Designed and implemented intelligent, production-grade AI systems combining Machine Learning, Agentic AI, and Generative AI. Built LLM-powered applications, autonomous agents, and data-driven pipelines to automate workflows, enhance decision-making, and deliver scalable business solutions. Worked closely with engineering and product teams to deploy end-to-end AI solutions aligned with real-world use cases.

Python scikit-learn TensorFlow n8n PyTorch NLTK
Key Achievements
  • Boosted predictive and forecasting accuracy by 35% by designing and deploying advanced machine learning and deep learning models.
  • Reduced data processing and model deployment time by 60% through automated, scalable AI pipelines and n8n workflows.
  • Designed and implemented an AI-powered HR recruitment system using LangGraph, automating job screening, candidate ranking, and workflow orchestration.
  • Developed an interactive AI Video Avatar Bot for real-time candidate interaction, onboarding guidance, and FAQs.
Aug 2024-Mar 2025

Appwars Technologies

Noida,IN

Data Scientist

Designed and delivered industrial-grade, end-to-end AI solutions for clients across multiple sectors. Specialized in building production-ready machine learning systems, scalable AI infrastructure, and data-driven platforms. Led model deployment, monitoring, and optimization to ensure high performance, reliability, and measurable business impact at scale.

NLP Machine Learning Deep Learning Django HTML Pandas
Key Achievements
  • Built an AI-powered Smart Learning Assistant enabling personalized student support, real-time queries, and intelligent guidance.
  • Implemented AI-based teacher recommendation and automated booking, improving match accuracy and student satisfaction.
  • Developed a scalable Learning Management System (LMS) using Django, supporting user management, courses, bookings, and progress tracking.
  • Enhanced system performance and usability through optimized backend APIs and data-driven workflows.
May 2024-Aug 2024

Danip Technologies

Delhi,IN

Data Scientist

Worked on a Climate Change Prediction project, applying machine learning and data analysis to identify trends and forecast environmental patterns. Developed responsive web applications to visualize complex climate data, enabling clear insights and data-driven understanding for stakeholders.

Scikit-learn Django MySql HTML JavaScript CSS
Key Achievements
  • Built and trained ML models for climate trend prediction using historical environmental data.
  • Improved prediction reliability through data preprocessing, feature engineering, and model optimization.
  • Designed interactive, responsive dashboards for real-time data visualization and analysis.
  • Translated complex climate data into actionable insights for research and decision-making teams.
Jan 2023-May 2024

SOFTnexs

Delhi,IN

AI Developer

Kickstarted AI career with hands-on experience in developing practical AI applications. Built foundational skills in AI development and deployment.

AI Development Chatbots Computer Vision Python Django
Key Achievements
  • Developed 10+ AI applications including chatbots and CV systems
  • Created award-winning AI-powered Tic-Tac-Toe game
  • Built face recognition system with 98% accuracy
  • Published first AI research article
3+
Years Experience
15+
Projects Delivered
10+
Happy Clients
45%
Avg. Improvement

Education & Certifications

My academic background and professional certifications in AI, Data Science, and related technologies.

2024

Agentic AI

University of Study

Advanced specialization in Agentic AI, focusing on autonomous AI systems, multi-agent architectures, and intelligent automation.

LLM LangChain LangGraph Langsmith N8N

Key Learnings:

  • Multi-agent system design
  • Autonomous AI workflows
  • Intelligent automation
  • Agent orchestration
2023

Generative AI

University of Study

Comprehensive training in Generative AI technologies including text generation, image synthesis, and creative AI applications.

GPT-4 Hugging Face Ollama BERT GANs

Projects & Applications:

  • Text generation systems
  • AI chatbots
  • Recommendation engines
  • Speech recognition
2022

Data Science & Python Full Stack

Ducat Education

Intensive training in Data Science, Machine Learning, and Full-Stack Python Development with hands-on project experience.

Python ML/DL NLP SQL Power BI

Major Projects:

  • Twitter sentiment analysis
  • E-commerce recommendation system
  • Face detection applications
  • Video chatbot development
2013-2017

B.Tech in EN

Dr. APJ AKTU University

Bachelor's degree with focus on electrical systems, control engineering, and technology applications. Developed strong analytical and problem-solving skills.

PLC Programming MATLAB LabVIEW C++ Control Systems

Technical Projects:

  • Robot car control using Arduino
  • GPS/GSM tracking system
  • Industrial automation systems
  • Power system analysis

Project Showcase

A collection of my most impactful projects spanning AI, Data Science, and Web Development.

Crop Recommendation System

Crop Recommendation Advisory System

AI-powered system providing location-based crop recommendations using PIN code. Analyzes real-time weather, soil conditions, and seasonal data to suggest suitable crops, fertilizers, and irrigation practices.

NLP LLM LangChain
Cab Fare Prediction

Cab Fare Prediction

Machine learning-based cab fare prediction system using Python and Streamlit. Analyzes distance, time, and demand factors to accurately estimate ride fares with interactive interface.

Machine Learning Python Streamlit
Football Prediction System

Football Winner Prediction System

Data-driven football match winner prediction using data science and deep learning techniques. Analyzes team performance, player statistics, and historical match data for outcome predictions.

Data Science Deep Learning Streamlit
AI Trip Planner

AI Trip Planner

Intelligent AI-powered trip planning system using LangChain and FastAPI. Generates personalized travel itineraries based on user preferences, budget, and duration with optimized routes.

LangChain FastAPI AI
Movies Recommendation System

Movies Recommendation System

NLP-based movie recommendation system using Python and transformer models. Analyzes user preferences, reviews, and viewing history to deliver personalized movie suggestions.

NLP Python Transformers
Loan Approval System

Loan Approval System

Machine learning-based loan approval system using FastAPI. Evaluates applicant data to predict loan eligibility, automates decision-making, and identifies high-risk applicants efficiently.

Machine Learning FastAPI Risk Analysis
20+
Total Projects
15+
Minor Projects
40%
Avg. Performance Improvement
3
Years Experience

My Skills

Technical expertise across multiple domains including AI, Data Science, and Software Development.

Coding & Development

  • Python Programming
  • JavaScript
  • Django, Flask, FastAPI
  • HTML5 & CSS3
  • SQL, MySQL, PostgreSQL

Data Science & AI

  • Machine Learning
  • Deep Learning
  • Natural Language Processing
  • Computer Vision (OpenCV)
  • Data Analysis & Visualization

Generative & Agentic AI

  • LangChain
  • LangGraph
  • LangSmith
  • n8n Automation
  • Hugging Face Models

Tools & Technologies

  • Docker
  • Power BI
  • Excel Advanced Analytics
  • Cloud Platforms (AWS/GCP)
  • Git & Version Control

Technologies & Frameworks

Tools and technologies I work with regularly to build innovative solutions.

Live Projects

Explore my portfolio of deployed web applications, AI projects, and responsive websites. Each project showcases different skills and technologies I've mastered.

ATS Resume Analyzer

ATS Resume Analyzer

ATS Resume Analyzer is an AI-powered Python and Streamlit application that analyzes resumes against job descriptions, scores ATS compatibility, highlights missing keywords, and suggests improvements to increase shortlisting chances.

LLM Streamlit Python API
View Live Demo
AI Chatbot

AI Chatbot

AI Chatbot is developed using Python, Streamlit, and LLM APIs to enable intelligent, real-time conversations, automated query handling, and context-aware responses through a simple interactive interface.

LLM NLP Python Streamlit
View Live Demo
Movies Recommendation System

Movies Recommendation System

Movie Recommendation System is built using Python, NLP, and Streamlit to analyze user preferences and content features, delivering personalized movie recommendations with an interactive, user-friendly interface.

NLP Python EDA Streamlit
View Live Demo
House Price Prediction

House Price Prediction

House Price Prediction is a machine learning application built with Python and Streamlit that uses regression algorithms to predict property prices based on location, size, amenities, and market trends.

ML Regression Python Streamlit
View Live Demo
Tanvika Software Website

Tanvika Software Website

A responsive corporate website for a software company with services portfolio and client testimonials. Built with HTML, CSS, and JavaScript.

Web Design Responsive Business JavaScript
View Live Demo
BMP Construction Website

BMP Construction Website

A professional website for a construction company showcasing projects, services, and company values. Built with modern web technologies.

Web Design Construction Business Responsive
View Live Demo
Indraja International Website

Indraja International Website

An international business website with multilingual support and e-commerce capabilities. Built with modern frameworks.

E-commerce Multilingual Business Web App
View Live Demo
ShantiCar Website

ShantiCar Website

An automotive service website with booking system, service catalog, and customer portal. Built with HTML, CSS, and JavaScript.

Automotive Booking Service Web Design
View Live Demo

Latest Posts

Insights, tutorials, and thoughts on AI, Data Science, and technology trends.

n8n Automation Tools
Workflow Automation

n8n Automation in 2026: Build AI-Powered Workflows Without Coding

Learn how to create intelligent automation workflows using n8n without writing a single line of code. Integrate AI models, APIs, and databases seamlessly.

Dec 29, 2025 Read Article
Agentic AI for Stock
Technology

Agentic AI for Stock, Crypto & Forex Trading: A Complete Guide

Discover how Agentic AI is revolutionizing financial markets with autonomous trading systems that analyze patterns and execute trades in real-time.

Dec 30, 2025 Read Article
Generative AI Meets Agentic AI
Technology

Generative AI Meets Agentic AI: The Next Evolution of Intelligent Systems

Explore the convergence of Generative AI and Agentic AI, creating systems that can not only generate content but also act autonomously to achieve goals.

Dec 24, 2025 Read Article
AI Crop Recommendation
AI Applications

Building AI-Powered Crop Recommendation Systems with LangChain

Step-by-step guide to creating intelligent agricultural systems using LangChain, weather APIs, and soil databases for precision farming.

Nov 30, 2025 Read Article

Get In Touch

Feel free to reach out for collaborations, opportunities, or just to say hello!

Let's Connect

Location

Delhi, India

Email

suryapratap1051@gmail.com

Phone

+91 7251018338