Rahul Samant
AI Engineer & Data Scientist
Specializing in AI agent development and LLM applications, I build intelligent systems that solve complex data challenges using Python, LangChain and cutting-edge machine learning.
About Me
Data Scientist & Python Developer
I'm a passionate Data Scientist and Python Developer with expertise in AI-powered automation and advanced web scraping. I design and implement scalable, high-performance solutions to tackle complex data challenges, focusing on cutting-edge machine learning and deep learning methodologies.
Currently pursuing my Bachelor of Technology in Computer Science Engineering at Punjab Engineering College, I've worked on various projects that leverage AI and machine learning to solve real-world problems.
Professional Experience
Python Developer Intern
Infosys Springboard
Developing a robust and efficient web scraping application to automate data extraction from various e-commerce platforms, reducing manual effort and improving data accuracy.
Technologies Used
Key Achievements
- Utilized Playwright for web scraping, BeautifulSoup for HTML parsing, LangChain for language model integration, and ChatGenerativeAI for extracting specific product details.
- Implemented advanced scraping techniques to handle diverse web structures, achieving an accuracy rate of 99% in data extraction.
- Enhanced scraping speed by 30% using multithreading, improving performance on high-traffic pages.
- Enabled data extraction from over 50 unique websites with complex HTML structures, leading to a 20% reduction in manual data collection time.
Featured Projects
Skills & Expertise
Core Expertise in AI & Data Science
Machine Learning
Advanced algorithms, feature engineering, model optimization
Deep Learning
Neural networks, computer vision, NLP models, transformers
LLM Applications
LangChain, prompt engineering, RAG systems, chain-of-thought
AI Agents & Workflows
LangGraph, autonomous agents, multi-agent systems, agent memory
Technical Skill Set
Python Ecosystem
Expert-level Python programming with specialized data science libraries
AI & ML Frameworks
Building intelligent applications with state-of-the-art AI/ML frameworks
Data Engineering
Complete data pipeline creation from collection to storage and retrieval
DevOps & Cloud
Deploying and scaling ML solutions in production environments
AI Application Focus Areas
NLP & Text Analytics
Sentiment analysis, text classification, document summarization, translation
Conversational AI
Custom chatbots, agent personas, memory management, prompt engineering
Knowledge Management
Retrieval-augmented generation (RAG), semantic search, document query systems
Agent Workflows
Multi-agent systems, autonomous task execution, reasoning agents for complex problems
My Data Science Workflow
1. Data Acquisition
Collection, APIs, scraping
2. Preprocessing
Cleaning, transforming, EDA
3. Modeling
ML/DL models, LLMs, fine-tuning
4. Deployment
APIs, containers, monitoring
Education & Achievements
Education
Punjab Engineering College
Bachelor of Technology in Computer Science Engineering
City Convent School
Senior Secondary Education, CBSE
- Percentage: 95.00%
City Convent School
Secondary Education, CBSE
- Percentage: 90.00%
Achievements & Extra Curricular
- 1
Actively contributed to renowned repositories, including Gradio and Wagtail, enhancing their functionalities and supporting community-driven development.
- 2
Successfully completed Hacktoberfest by having 4 Pull/Merge Requests accepted, demonstrating commitment to collaborative open-source contributions.
- 3
Shortlisted among only 25 candidates for the prestigious Data Science program at IIT Kharagpur, a highly selective achievement in a competitive field.
Skills Development
I continuously focus on improving my technical and soft skills through:
- Online courses and certifications
- Open source contributions
- Hackathons and coding competitions
- Technical workshops and webinars
- Self-learning and practical projects
Professional Resume
My Professional Resume
Here you can view or download my complete resume, which includes detailed information about my skills, experience, education, and achievements.
