Marriage Timing Prediction

Astrology holds the keys to understanding life’s milestones, and with AstroNidan’s Marriage Timing Prediction, you can uncover the most favorable periods for tying the knot. This innovative product analyzes your birth chart to identify planetary influences that determine the timing of your marriage. Whether you’re planning ahead or seeking clarity on delays, AstroNidan provides accurate, personalized predictions to guide you toward this important life event with confidence.

Why should you buy this product?

You will get answers to the following - 

1. When will I get married?
2. When will I get into a meaningful relationship?
3. When will I meet my soulmate?
4. Why are my marriage proposals failing?
5. Will I ever get married?
6. When my daughter or son will get married? 

Problem Background

Marriage is a significant event in one's life, and many individuals may have concerns regarding its timing. While some may believe in predestination, others may seek guidance from astrology.

Classical astrology books like Brihat Parashara Hora Shastra, Uttara Kaalamrit, Bhavarth Ratnakar, Sarvarth Chintamani, Laghu Parashari & Madhya Parashari prescribe thousands of principles. However, applying these principles through the human mind to make predictions is tedious and error-prone.

In AstroNidan, we have programmed thousands of logical statements in Python language and trained and validated them through multiple AI/ML models to predict marriage time for over 100,000 Kundalis.

Salient Featurers

Some of the salient features are - 

1. Greater than 85% accuracy
2. Validated over 100,000 Kundali
3. Prediction of the five most favourable periods
4. Detailed visual analysis of 30-year timeframe.
1. Best years for marriage 
2. Best months for marriage
5. Report unique to your Kundali details
6. High level of specificity and sensitivity 
7. Does not suffer the problem of repeatability and reproducibility like a human astrologer

Approach/Methodology

We have a team of Data Scientists, ML Scientists, Data Engineers, Sanskrit Scholars, Astrology Researchers, and Python Programmers engaged from top universities (IIT, IIM, JNU & BHU), who have worked tirelessly to build this product.

We have prepared this report after factoring in - 

1. Twelve Nakshatra & Rashi based dashas
2. Transit movements of nine planets, including their aspects and conjunctions
3. Birth charts - Rashi (D1), Navamsha (D9), Chaturthamsha (D4), Spatamansha (D7) and Moon charts
4. Evaluation of House-1, House-4 and House-7's house lords, their dignity, placement and residing planets
5. Evaluation of karaka of marriages (Venus, Jupiter, Dara Karaka) in signifying your marriage
6. Effect of Venus, Jupiter & Saturn in early or late marriages

Application of AI-ML Technology

We have used semi-supervised learning methods to explore hidden patterns & combinations and evaluated numerous ML models such as Neural networks, SVM, Random Forest, and Gradient Boosting algorithms. We shortlisted the best-performing ML models and fine-tuned them further through our robust feature selection process.