INITIALIZING SYSTEM...

Who Am I !

NIHAR GUDADHE

🔮 |

Turning messy business problems into working ML solutions across the full data science lifecycle — EDA, feature engineering, modeling, and forecasting.

♠ "I can predict your ŷ , but first I prefer to minimize my J(θ)."

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Nihar Gudadhe
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ABOUT ME

I am a Data Scientist based in Nagpur, India, with hands-on experience across the full data science lifecycle — EDA, feature engineering, model building, and evaluation for prediction, classification, and time series forecasting problems.

I'm comfortable working in Python and SQL, with a solid grounding in statistics and a track record of turning messy business problems into working ML solutions, most notably integrating CRM and ERP systems to streamline the Quote-to-Cash process.

I'm also exploring Generative AI and LLMs (prompt engineering, RAG) alongside my core ML and analytics work in Power BI.

My goal is to keep building production-grade ML systems that turn raw business data into measurable operational impact.

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PROJECTS

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ML MODEL

Shoppers Intent MLOps Pipeline

End-to-end production-grade MLOps classification system predicting online shopper purchase intentions.

RF / XGBoost / LightGBM Deployed on Render
Python FastAPI MLflow Docker Evidently AI
LIVE DEMO CODE
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ML MODEL

OpinionMetrix AI Sentiment Transformer

Advanced transformer-based sentiment analysis pipeline evaluating contextual polarity and fine-tuned embeddings for text data.

Transformers / PyTorch Hugging Face
Python Transformers PyTorch Hugging Face
LIVE DEMO CODE
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ML MODEL

Laptop Price Prediction System

End-to-end machine learning pipeline for laptop price prediction with a modular, deployment-ready structure.

Modular Pipeline Flask / FastAPI
Python Flask FastAPI
LIVE DEMO CODE
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DATA SCIENCE & MLOPS

Sqipe Enterprise Analytics & ML Pricing Platform

End-to-end automated ELT pipelines, dbt data modeling, Random Forest pricing regression, and real-time FastAPI inference services.

Scikit-Learn ML Model FastAPI Endpoints
Python Scikit-Learn PostgreSQL MySQL dbt FastAPI Docker Power BI
CODE
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ML MODEL

Loan Default Risk Prediction

End-to-end app predicting the probability of loan default using an XGBoost classifier, with built-in fairness and bias evaluation.

XGBoost Fairness Audit
Python XGBoost Scikit-learn Streamlit
LIVE DEMO CODE
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ML MODEL

Spam Email Classifier

Production-grade system classifying emails as spam or legitimate, with single-email and batch MBOX-archive processing.

MBOX Support SVM / LogReg / RF
Python Scikit-learn Streamlit Pandas
LIVE DEMO CODE

SKILLS & TOOLS

Python

Proficient

SQL

Proficient

Machine Learning

Proficient

Deep Learning

Proficient

NLP

Proficient

Computer Vision

Proficient

Generative AI / LLMs

Proficient

Statistics

Proficient

EDA

Proficient

Data Cleaning

Proficient

Feature Engineering

Proficient

Pandas / NumPy

Proficient

Scikit-learn

Proficient

XGBoost

Proficient

TensorFlow / PyTorch

Proficient

Matplotlib / Seaborn

Proficient

Power BI / DAX

Proficient

Tableau

Proficient

PostgreSQL / MySQL

Proficient

FastAPI

Proficient

Docker

Proficient

Git & GitHub

Proficient

AWS

Proficient

RESUME

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MY RESUME

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CERTIFICATIONS

Data Science Essentials with Python

Cisco Networking Academy — Completed July 2026

Diploma in Machine Learning using Python

Alison — Completed July 2026

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Touch

I am interested in collaborating and working on Data Science AI, Machine Learning, Deep Learning, and Analytics projects.

Coming Soon

This project is being updated with more details.