JJiya

hi, hello, namaste ๐Ÿ‘‹

Currently building with ML, NLP & agentic AI

I'm Jiya Jain.

ML Engineer in the making

Computer Science student focused on Machine Learning and AI, with experience building ML pipelines and solving real-world classification problems. Strong in DSA and analytical problem-solving, with a drive to turn theory into impactful solutions.

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about me

A quick hello.

I'm a Computer Science undergrad at MSIT, New Delhi obsessed with turning messy real-world data into models that actually work. Currently red-teaming LLMs, tokenizing aviation reports, and shipping small internet things on the side.

MLNLPLLM safetyFastAPI9.22 CGPA

currently at

Maharaja Surajmal Institute of Technology

B.Tech in Computer Science & Engineering

CGPA: 9.19 / 10.0

Graduating 2028

my toolbox

Draggable skill stickers.

grab them, toss them, they'll bounce back ๐ŸŽˆ

Languages

PythonC++JavaScriptHTML/CSS

AI & Machine Learning

LangChainPyTorchTensorFlowKerasSentence-TransformersScikit-learnNLTKPandasNumPyMatplotlib

Backend & Databases

FastAPIChromaDBFAISSNode.jsREST APIsMongoDBSQLite

Tools & Concepts

StreamlitGitPostmanJupyterGoogle ColabDSAOOP
my projects

Things I've built & broken.

๐Ÿ“

project #1

Aviation Safety RAG Assistant

RAG pipeline for AAIโ€™s ATS manual and ATMC circulars

PythonLangChainLlama 3.1ChromaDBCross-EncoderStreamlit
GitHub
๐ŸŽ™๏ธ

project #2

SpeakEZ

Real-time AI coaching for workplace scenarios

FastAPINode.jsGemini Live APIPyTorchsentence-transformersMediaPipePrisma
GitHub
๐Ÿ›๏ธ

project #3

Marketplace Product Image Classifier

110k+ images across 42 categories

PythonTensorFlowMobileNetV2Streamlit
GitHub
the journey

Where I've been showing up.

June 2026 โ€” August 2026

Summer Intern โ€” Machine Learning

Airports Authority of India ยท Safdarjung Airport, New Delhi

  • Built a neural network training pipeline from scratch, evaluating activation functions and addressing vanishing gradients.
  • Benchmarked custom CNN architecture against transfer-learning for image classification, reducing convergence time by 5ร—.
  • Enhanced an enterprise RAG system by implementing BM25 retrieval, reranking, digital text detection to bypass unnecessary OCR, and model caching with lazy loading, significantly improving retrieval quality and inference latency.

April 2026 โ€” July 2026

AI/ML Intern

DomaiynLabs LLP ยท Remote

  • Conducted research in AI safety, focusing on adversarial testing, contributing to the development of Bayora, an automated adversarial red teaming platform.
  • Prepared research summaries, technical documents & reports.
  • Built an end-to-end firewall layer by training, evaluating, and refining a binary classification model for adversarial prompt detection, while contributing to a FastAPI inference backend enabling real-time protection of LLM applications.
badges unlocked

Achievements & certifications.

activities & recognition

๐Ÿ†

LinkedIn CoachIn Mentee

Feb 2026 โ€” June 2026

Selected amongst top 100 from 21,000+ applicants

  • ยท 1:1 technical mentorship with a Senior LinkedIn Software Engineer.
  • ยท Mastered DSA through a rigorous curriculum, mock tests, and mock interviews.
  • ยท Won the internal hackathon amongst 20 teams.
๐Ÿ’ซ

Codess.cafe Mentee

Oct 2024 โ€” Present

Community for Women in STEM & their ML cohort

๐Ÿ’–

Volunteer at Help the Needy

Oct 2024 โ€” Present

Packed and distributed essentials at Old-age homes

certifications collected

2026

Advanced Learning Algorithms

DeepLearning.AI

2026

Supervised Learning: Regression & Classification

DeepLearning.AI

2026

Fundamentals of AI Agents using RAG and Langchain

IBM

2025

Mathematics for Machine Learning

DeepLearning.AI

say hi

Let's build something amazing together.

Recruiter, collaborator, or someone with a wild ML idea โ€” my inbox is open.

New Delhi, IN