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Ujas Adepal

@ujasadepal

Data Science Intern at LendingKart

London, UK

https://linkedin.com/in/ujasadepal

LendingKartUniversity of Bristol

Ujas Adepal is an ML Engineer with an MSc in FinTech with Data Science from the University of Bristol. He specializes in building and deploying production ML systems, including RAG chatbots on AWS and NLP pipelines for financial text. His professional background includes internships at LendingKart, the Indian Space Research Organisation (ISRO), and BISAG-N, where he worked on credit risk modeling, radar signal processing, and audio steganography. He is proficient in Python, PyTorch, LangChain, and AWS.

Experience

Data Science Intern

LendingKart

Jan 2023 - Jun 2023

Built a bilingual NLP sentiment analysis pipeline (Hindi-English) for customer loan interactions, achieving 97% accuracy. Developed audio sentiment models using CNNs with MFCC features. Applied SHAP explainability to credit risk models for regulatory transparency. Built SQL dashboards monitoring live loan portfolio performance.

Data Science & ML Intern

Indian Space Research Organisation (ISRO)

Jul 2022 - Sep 2022

Improved radar signal classification accuracy from 92% to 96% by designing and benchmarking ML/DL models (ANN, CNN, Random Forest, XGBoost). Engineered noise mitigation techniques for high-volume satellite radar datasets.

Python Developer Intern

BISAG-N (Government of India)

Jun 2022 - Jul 2022

Developed and benchmarked audio steganography algorithms (LSB, Echo hiding, Phase coding) for secure data embedding in .wav files, evaluating signal quality and robustness metrics.

Machine Learning Intern

Feynn Labs

Apr 2022 - Jun 2022

Built and deployed a real-time facial recognition attendance system using face embeddings and distance-based classification with low-latency inference.

Education

University of Bristol

MSc

FinTech with Data Science

Jan 2023 - Present

Gujarat Technological University

B.Eng.

Information & Communication Technology

Jan 2019 - Jan 2023Grade: Distinction

Skills

PyTorch
TensorFlow
Scikit-learn
XGBoost
CNNs
RNNs
Transformers
LangChain
LlamaIndex
Hugging Face
FAISS
RAG Pipelines
Semantic Search
Prompt Engineering
NLTK
Pandas
NumPy
SQL
RAGAS
LLM-as-Judge
SHAP
Power BI
Matplotlib
AWS
Docker
GitHub Actions
CI/CD
Git
Linux
Bash
Python
Java