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Amanarun2907/README.md

Hi πŸ‘‹, I'm Aman Jain

πŸš€ Machine Learning Engineer | AI Research Enthusiast | Data Science Explorer


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Coding

🧠 About Me

πŸŽ“ B.Tech Computer Science & Engineering Student at BML Munjal University
πŸ“Š Specializing in Machine Learning, Artificial Intelligence & Data Science
πŸ”¬ Passionate about developing intelligent systems that solve real-world problems
⚑ Research-oriented developer focused on impactful AI innovation

🌱 Currently Exploring:

  • Advanced Deep Learning Architectures
  • Large Language Models (LLMs)
  • Explainable AI Systems
  • Financial Intelligence Platforms
  • AI for Agriculture & Sustainability
  • Time Series Forecasting
  • Multi-Agent AI Systems

πŸ† Reliance Foundation Scholar & Student Mentor
πŸ… Top Performer β€” LNMIIT HackCrux 2025
πŸ“ˆ CGPA: 9.23 / 10.0
πŸš€ Believer in continuous learning, research & innovation


πŸš€ Tech Stack


πŸ’» Technical Expertise

πŸ€– Machine Learning

  • Supervised & Unsupervised Learning
  • Regression & Classification
  • Clustering & PCA
  • Ensemble Learning
  • Feature Engineering
  • Model Optimization
  • Hyperparameter Tuning

🧠 Deep Learning

  • ANN (Artificial Neural Networks)
  • CNN (Convolutional Neural Networks)
  • RNN, LSTM & GRU
  • Transfer Learning
  • Fine-Tuning Deep Learning Models

πŸ‘οΈ Computer Vision

  • YOLOv8
  • U-Net
  • Object Detection
  • Image Classification
  • Semantic Segmentation
  • Image Augmentation

πŸ“Š Data Science & Analytics

  • Exploratory Data Analysis (EDA)
  • Statistical Analysis
  • Hypothesis Testing
  • Data Cleaning & Visualization
  • Predictive Modeling

πŸ“ˆ Time Series Analysis

  • ARIMA
  • SARIMAX
  • Forecasting Models
  • Trend & Seasonality Analysis

πŸ” Explainable AI

  • Grad-CAM
  • SHAP
  • LIME

🌟 Featured Projects

πŸ’Ή SARTHAK NIVESH β€” AI Financial Intelligence Platform

πŸš€ Developed an AI-powered financial intelligence platform integrating:

βœ… Real-time Market Analytics
βœ… IPO Analysis
βœ… SIP Planning
βœ… Portfolio Optimization
βœ… Risk Assessment
βœ… Explainable Investment Insights

🧠 Designed a hierarchical multi-agent AI system using:

  • LLMs (Groq Llama 3.3)
  • Sentiment Analysis
  • Financial Intelligence Pipelines

πŸ“Œ Objective: To simplify intelligent financial decision-making using AI-powered analytics.


πŸ›οΈ VIRASAT β€” Heritage Monument Recognition System

πŸ“Έ AI-powered heritage intelligence system using:

  • MobileNetV2
  • Transfer Learning
  • Computer Vision
  • Vision-Language AI

🎯 Achievements:

  • Monument recognition across 30 categories
  • 96.89% Top-5 Accuracy

✨ Features:

  • Historical Insight Generation
  • Interactive AI Chatbot
  • Personalized Heritage Exploration
  • Video Analysis Support

πŸ“Œ Objective: Promoting Indian heritage through AI-driven digital experiences.


🌾 KRISHI SAHAYAK β€” AI Agriculture Assistant

🌱 Smart agriculture system developed using:

  • YOLOv8
  • U-Net
  • NDVI Analytics
  • Multi-task CNNs

✨ Features: βœ… Crop Health Monitoring
βœ… Pest Detection
βœ… Precision Agriculture Insights
βœ… Explainable AI Integration

πŸ” Applied:

  • Grad-CAM
  • SHAP
  • LIME

πŸ“Œ Objective: Empowering farmers with AI-driven agricultural intelligence.


πŸ”‹ BEV Charging Time Prediction

πŸ“Š Conducted applied research on:

  • Battery Electric Vehicle Charging Prediction
  • Time Series Forecasting
  • ML-based Charging Analytics

🧠 Models Used:

  • SARIMAX
  • LSTM
  • Regression Models

πŸ“Œ Objective: Enhancing smart mobility & EV infrastructure analytics.


πŸ“ˆ MPCE Prediction System

πŸ“Š Built an economic analytics platform for:

  • Monthly Per Capita Expenditure Prediction
  • Government-focused Economic Insights
  • ML-based Decision Support

✨ Features: βœ… Feature Engineering
βœ… PCA Optimization
βœ… Streamlit Dashboard
βœ… Comparative Model Evaluation

πŸ“Œ Objective: Using AI for economic planning & policy analysis.


🌦️ IoT Weather Monitoring System

🌍 Developed a smart environmental monitoring system using:

  • ESP32
  • DHT11
  • BMP180
  • Blynk Cloud

πŸ“Š Features:

  • Real-time Weather Monitoring
  • Cloud Integration
  • Forecasting Analytics
  • IoT Dashboard

πŸ“Œ Objective: Building intelligent environmental monitoring systems.


πŸ’Ό Experience

🏒 Data Science Intern β€” Celebal Technologies

πŸ“… June 2025 – August 2025

✨ Worked on:

  • End-to-End ML Pipelines
  • Data Preprocessing
  • Feature Engineering
  • Customer Lifetime Value Prediction
  • Business Analytics Systems

πŸ”¬ Research Intern β€” CADCS

πŸ“… June 2025 – July 2025

✨ Conducted research on:

  • EV Charging Prediction
  • Machine Learning Models
  • Time Series Forecasting
  • Energy & Mobility Analytics

πŸ† Achievements & Leadership

πŸ… Reliance Foundation Scholar
πŸ… Scholar at Saraswati Education Support Trust
πŸ… Top 10 Position β€” LNMIIT HackCrux 2025
πŸ… NSS Operations Team Member
πŸ… Theatre Competition Winner
πŸ”οΈ Successfully Summited Patalsupi Trek (4200m)
πŸ… Student Mentor at Reliance Foundation


πŸ“Š GitHub Analytics


πŸ”₯ GitHub Streak


πŸ“ˆ Contribution Graph


πŸ… GitHub Trophies


🌐 Connect With Me


πŸ’­ Philosophy

✨ "Transforming data into intelligent systems that create real-world impact." ✨


πŸš€ Research β€’ Innovation β€’ Intelligence β€’ Impact πŸš€


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