Available for opportunities

Hi, I'mShaina
Gera

Building Intelligent Systems with AI, Data, and Full Stack Engineering.

B.Tech Computer Engineering student at Thapar Institute of Engineering & Technology (2024–2028), focused on AI, Machine Learning, Generative AI, and scalable software systems. CGPA 9.86 / 10.

Resume
About

The person behind the code

9.86
Current CGPA
Thapar Institute of Engineering & Technology

I'm a Computer Engineering undergraduate at Thapar Institute of Engineering & Technology, driven by a deep interest in building systems where AI and software engineering intersect.

My work spans from training and deploying machine learning models to building full-stack applications. I'm especially fascinated by Generative AI, LLM orchestration, and the engineering challenges behind making intelligent systems that actually work in production.

Artificial Intelligence
Full Stack Engineering
Generative AI & LLMs
Scalable Systems

Journey so far

2022Class X
98% — ICSE Board
2024Class XII
94% — CBSE Board
2024Joined TIET
B.E. Computer Engineering
2025GSSoC Contributor
Open Source, MERN Stack
2026AI/ML Intern
Kraftland Intelligence Pvt Ltd
Skills

What I work with

AI & ML

TensorFlow85%
Scikit-Learn90%
PyTorch70%
SHAP / XAI80%

Full technology stack

ReactNext.jsNode.jsExpress.jsPythonJavaScriptTypeScriptTensorFlowScikit-LearnLangChainRAGVector EmbeddingsMongoDBMySQLFirebaseJavaC++Three.jsTailwind CSSFramer MotionFigmaGitVercelDocker
Experience

Where I've worked

Building AI-powered market intelligence systems using LLMs, RAG, and semantic search.

System Architecture

Data Sources
→
Ingestion
→
Vector Store
→
LLM Pipeline
→
Intelligence API
  • Architected an AI-powered Market Intelligence Platform with multi-source data aggregation
  • Implemented Retrieval Augmented Generation (RAG) pipeline for competitor intelligence
  • Built semantic search using vector embeddings for intelligent document retrieval
  • Developed predictive analytics modules with LLM-driven workflow orchestration
  • Integrated LangChain for multi-step reasoning and structured data extraction
PythonLangChainRAGVector DBsLLMsFastAPI
Projects

Things I've built

9 projects spanning ML systems, Generative AI, and full-stack engineering.

Human Activity Recognition

Real-time motion classification with explainable AI

93.1% AccuracyCNN-LSTMSHAP / XAI
PythonTensorFlowKerasStreamlit+2
GitHub

VisionAI Assistant

Multimodal image understanding with vision + language

Multimodal AIBLIP + LLMVisual QA
PythonBLIPHugging FaceLLM APIs+1
GitHub

Delivery Delay Risk Prediction

Predictive analytics for logistics and supply chains

92% AccuracyXGBoostRisk Classifier
PythonScikit-learnPandasRandom Forest+1
GitHub

Loan Approval Prediction

97% accurate credit risk classification model

97% AccuracyCredit RiskRandom Forest
PythonScikit-learnPandasRandom Forest+2
GitHub

FoodWise

Hostel food wastage analytics and demand forecasting

Demand ForecastingSQL AnalyticsTriggers
Node.jsExpress.jsMySQLJavaScript+1
GitHub

Unstuck – Debugging Game

Gamified debugging platform powered by AI hints

AI-Powered HintsGamifiedLeaderboard
React.jsNode.jsExpress.jsMongoDB+3
GitHub

Interview Scheduling Platform

End-to-end interview management for 100–150+ users

150+ UsersMERN StackReal-time Slots
React.jsNode.jsExpress.jsMongoDB+2
GitHub

Event Registration System

Scalable registration portal for 200–250+ participants

250+ ParticipantsMERN StackAdmin Dashboard
React.jsNode.jsExpress.jsMongoDB
GitHub

SecureAuth Framework

Production-grade authentication system with JWT + bcrypt

JWT + Refresh TokensbcryptRBAC
MongoDBExpress.jsReact.jsNode.js+2
GitHub
Achievements

Recognition & milestones

₹6L+
Total Value

₹6,00,000+ Merit Scholarship

Full merit scholarship awarded for academic excellence and consistent high performance at Thapar Institute.

Awarded
4x

Tata Cummins Scholarship

Recipient of Cummins Scholarsgip for outstanding academic performance in Class X, Class XII, First Year, and Second Year of undergraduate studies.

200+
Problems

200+ DSA Problems

Solved over 200 Data Structures and Algorithms problems across LeetCode and competitive programming platforms.

Hired
As Intern

AI/ML Engineering Intern

Secured a competitive AI/ML internship building production-grade intelligence platforms at Kraftland Intelligence Pvt Ltd.

GSSoC
2025

Open Source Contributor

Active contributor in GirlScript Summer of Code, merging pull requests to real-world open source MERN projects.

Contact

Let's connect

Open to internships, collaborations, and interesting projects. Drop me a message.