Ayush Gupta
Open to work0 years experienceAI Engineer
AI Engineer and Full-Stack Software Developer
Standing Rank
Rank Not Available
Developer Badges
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Skills & Technologies
56 skillsWork Experience
AI & Cloud Computing Engineer
SuprMentr Technologies
- Engineered a Generative AI-powered Retrieval-Augmented Generation (RAG) solution for customer support, reducing manual ticket handling by 40%.
- Built a scalable embedding pipeline for 100K+ documents, improving semantic retrieval accuracy by 25% through vector embeddings and similarity search.
- Developed RESTful APIs and integrated LLM-powered workflows using Python, Streamlit, Vector Databases, and modern NLP techniques.
Projects
Fortivus: Bank Marketing Prediction System
- Predicted customer subscription to bank term deposits using Logistic Regression, supported by exploratory data analysis, feature engineering, and statistical validation.
- Optimized model performance through data preprocessing, outlier handling, multicollinearity analysis (VIF), and evaluation using Accuracy, Precision, Recall, and ROC-AUC.
Retail Billing Software
- Streamlined retail billing operations with secure authentication, product and category management, shopping cart, order tracking, and Razorpay payment integration.
- Delivered a responsive full-stack application featuring RESTful APIs, role-based access control, image management, search and filtering, and persistent order processing.
RAG Assistant
- Built a Retrieval-Augmented Generation (RAG) application that enables intelligent document question answering through semantic search, vector retrieval, and context-aware LLM responses for improved accuracy and reduced hallucinations.
- Created an end-to-end retrieval pipeline supporting document ingestion, text chunking, embedding generation, vector indexing, and similarity- based retrieval to deliver fast, relevant, and reliable AI powered answers.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Hackathon Runner-up
Runner-up at NITK Surathkal's Engine Enchanted Cosmos Hackathon and IIIT Bangalore's AI & Data Science Codeathon.
Academic Ranking
Ranked among the Top 20% of the B.E. Artificial Intelligence & Machine Learning cohort.
About Details
Professional Bio
AI Engineer and Full-Stack Software Developer with a B.Tech in Artificial Intelligence and Machine Learning. Skilled in Agentic AI workflows, production-grade Generative AI and RAG systems, and scalable backends in Python, FastAPI, and Node.js.
B.E. in Artificial Intelligence and Machine Learning
Acharya Institute of Technology (AIT), Bengaluru, India (2022 - 2026)