MACHINE
LEARNING
ENGINEER

Currently pursuing B.Tech in Computer Science at Birla Institute of Technology, Jaipur — building intelligent systems at the intersection of AI, Finance & Language.

Specializing in Financial ML, Deep Learning & LLMs. I transform complex datasets into scalable, end-to-end predictive solutions that actually work.

Get in touch →

WELCOME

OMNITRIX MATRIX ENGAGED

[ tap to transform ]
DEEP
LEARNING
NEURAL NETS &
TRANSFORMERS
LARGE
LANGUAGE
MODELS©
NEURAL & INTERACTION
NLP &
NATURAL
LANGUAGE
PROC—ESSING©
* FINANCIAL *
ML MODELS
PyTorch
+ KERAS
+ SCIKIT
Aditya Bilgaiyan
Machine Learning✦ Deep Learning✦ LLMs✦ Financial ML✦ NLP✦ Neural Networks✦ PyTorch✦ TensorFlow✦ LangChain✦ Transformers✦ Machine Learning✦ Deep Learning✦ LLMs✦ Financial ML✦ NLP✦ Neural Networks✦ PyTorch✦ TensorFlow✦ LangChain✦ Transformers✦

— who I am

BUILDING THE FUTURE WITH AI

I'm Aditya Bilgaiyan, an AI/ML developer from Jaipur, Rajasthan pursuing Computer Science at BIT Jaipur. I specialize in Financial Machine Learning, NLP, and Large Language Models.

My work spans from end-to-end predictive models — hybrid ensembles, deep neural networks, transformer architectures — to real-world applications in stock forecasting, property pricing, and credit risk analysis.

I believe AI should be explainable, scalable, and grounded in real data — not just impressive benchmarks.

3+
End-to-End Projects
92%
Model Accuracy
0.94
R² Score Achieved
2K+
Training Records

— arsenal

MY
SKILLS

🧠
Deep Learning

Building and training complex neural architectures for vision, language, and generative tasks.

Keras PyTorch TensorFlow Diffusion Models GANs CNNs LSTMs
⚛️
Quantum Computing

Researching quantum communication protocols, information theory, and circuit simulations.

Qiskit Quantum Algorithms Quantum Gates EPR & GHZ States
💬
NLP & LLMs

Working with transformers, fine-tuning LLMs, and building language-powered pipelines.

Transformers LangChain Gemini API HuggingFace
📈
Financial ML

Predictive models for stock movement, price forecasting, and credit risk assessment.

XGBoost Random Forest Sentiment NLP Time Series
⚙️
ML Engineering

Deploying models end-to-end with clean pipelines, scalable infra, and math foundations.

Scikit-learn Streamlit Oracle OCI MySQL ML Mathematics
🐍
Languages

Writing clean, efficient code across system and high-level programming languages.

Python C C++ SQL
☁️
Cloud & Tools

Cloud deployment, version control, and collaborative open-source contribution workflows.

Oracle Cloud GitHub Open Source

— selected work

SELECTED PROJECTS

01
ThinkAlpha — Extracting Alpha from unstructured data (In Progress)
Building a hybrid RAG + agentic neural pipeline to extract alpha signals from unstructured financial data — SEC filings, earnings transcripts, and news.

Implemented point-in-time validation and backtesting using Information Coefficient (IC), Sharpe Ratio, Beta, and confidence calibration to evaluate out-of-sample signal quality and mitigate look-ahead bias.
In Progress Agentic AI RAG
02
Aurelius — Stock Price Movement Prediction
NLP-powered model analyzing financial news sentiment to predict stock price movements using real-time Google News data. Rebuilt forecasting core on a Transformer architecture (replacing LSTM + added conv layers); achieves avg. prediction confidence of 65–85% on live signals.
NLP Sentiment Analysis Real-time
03
EstateVision — Property Price Predictor
ML-based property price predictor for 40 areas of Indore. Forecasts 5, 7, 10-year price trends — R² = 0.94, Test MSE = 0.1928, and 90%+ classification accuracy in predicting growth categories.
Regression R² = 0.94
04
CrediCoach — Credit Risk Predictor
Hybrid ensemble of Random Forest, XGBoost & Keras NN trained on 2000+ records with 92% regression accuracy. Integrates Google Gemini API to provide intelligent, explainable credit risk breakdowns.
Ensemble 92% Accuracy Gemini API

— background

EXPERIENCE

Aug 2026 — Present
Intern (Part-time)
ENGN-F1 · Remote
  • Working on machine learning engineering and software development
May 2026 — Jun 2026
Research Intern (Quantum Communication)
Indian Institute of Technology Guwahati
  • Researched quantum communication protocols, qubits, and implemented Qiskit/Python simulations under Prof. Dr. Lokesh Sharma
Sep 2025 — Dec 2025
Tech Contributor
GirlScript Summer of Code (GSSOC'25)
  • Contributed to open source as part of India's largest OSS program

OTHER
POSITIONS

Oct. 2026 — Present
Senior Advisor | IZAR
Astronomy Club of BIT Jaipur
  • Advising club activities and initiatives centered around astronomy and space sciences.
Oct. 2024 — Present
Member | Google Developer's Group
Birla Institute of Technology Jaipur
  • Involved in community development and promoting Google Technologies among peers.
Curation Lead | TEDx BIT Jaipur
  • Curating speaker lineups and content themes to bring impactful ideas to the TEDx BIT Jaipur stage.

EDUCATION

Aug 2024 — Present
B.Tech · Computer Science
Birla Institute of Technology, Jaipur
2023
Class 12th
St. Benedict's School, Shivpuri, M.P.

CERTIFICATIONS

AI Foundations Associate
Oracle Cloud Infrastructure · ID: OC7498249
Generative AI Professional
Oracle Cloud Infrastructure · Gen AI Certified Pro

— beyond the code

MY CORE

headphones
🎤 Rapping

Words on
the Beat

"I weave words into magnificent lines that make up a verse and the beat goes fine"

Flow, rhythm, wordplay — I treat bars like neural nets: layered, precise, and built to hit.

quill pen
✍️ Writing & Poetry

Philosophy
Meets Emotion

I explore ideas where philosophy meets emotion, using words to transcend limits and give shape to thought.

Poetry is my way of training a model on the human soul — finding the patterns language can't compute.

— get in touch

LET'S BUILD SOMETHING.

✉ Email Me LinkedIn → GitHub →

My Phone Number

+91 8103715946