Open to internships & collaborations

Building Data‑Driven
Intelligence.

Currently learning

I'm Ritik Mishra — CS student from India, turning raw datasets into models, APIs, and eventually startup products. On a path from Data Science to ML Engineering to founding something meaningful.

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RM
Ritik Mishra
Data Scientist & ML Engineer
0
Projects
0
Articles
2025
Class of
Python Scikit-learn PyTorch FastAPI SQL HuggingFace
Current Skill Level
Machine Learning
80%
Data Analysis
88%
Deep Learning
65%
MLOps
55%
About Me

Who I am &
what I'm building toward

Background

CS student obsessed with turning data into decisions.

I'm on a structured journey — first mastering the fundamentals of Data Science, then AI/ML Engineering, then founding a startup that makes intelligent systems accessible. Every project I build is a step forward on that path.

Data Science Machine Learning NLP MLOps
Projects Built
4+

EDA · ML · NLP · APIs

🇮🇳
India
Remote-ready
Core Skills
Python
Machine Learning
SQL & Databases
NLP
MLOps / FastAPI
Currently Studying
Deep Learning
with PyTorch
Transformers, fine-tuning, and building production NLP systems.
Full Tech Stack
Python Pandas PyTorch XGBoost FastAPI Docker PostgreSQL HuggingFace Git Seaborn Plotly Supabase
End Goal
Build an
AI Startup

Democratizing data intelligence for small businesses.

Work

Featured Projects

View all on GitHub
🧠 Featured
NLP ML Engineering FastAPI
SentimentScope — Twitter NLP API

Fine-tuned DistilBERT for 3-class sentiment analysis on Twitter data. Served via FastAPI with Docker containerization. 94% accuracy on test set — production-ready.

Code Live API
01
EDAData Science
Global Salary Insights — EDA Deep-Dive
Thorough EDA of global tech salaries using Pandas, Seaborn, and Plotly. Uncovered compensation trends across 40+ countries.
02
MLXGBoostSHAP
Customer Churn Predictor
XGBoost classifier with 91% AUC-ROC. Feature engineering, SHAP explainability, Optuna hyperparameter tuning.
03
StartupAI Product
SentientAI — AI Business Intelligence (Concept)
Startup vision: AI-powered analytics platform for small businesses. This very website is the MVP proof-of-concept.
Explore
Roadmap

The Plan.

A clear, structured path from student to Data Scientist to Startup Founder.

01
Phase 01 · Now
Data Science Foundations

Statistics, EDA, visualization, and classical ML. Building the analytical mindset and learning to ask the right questions from data.

In Progress
02
Phase 02 · Next
ML & AI Engineering

Deep Learning, NLP, model deployment, FastAPI, Docker, MLflow. Turning research-grade models into production systems that scale.

⏳ Coming Soon
03
Phase 03 · Vision
AI Startup Founder

Founding an AI product company that makes data intelligence accessible to businesses that can't afford a data team. The domain bought. The plan set.

🌌 The Dream
Writing

I write about Data, ML,
& the journey.

Tutorials, honest learnings, paper breakdowns, and everything I figure out along the way. Published on Hashnode.

Read the Blog No spam. Just signal.