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Aisma Nurlaili

Hi, I'mAisma
Nurlaili

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About Me
I uncover insights 🔍

About me

Information Systems graduate with a 3.88/4.00 GPA, specializing in AI engineering and data-driven solutions from data ingestion to deployment. Experienced in Retrieval-Augmented Generation (RAG), LLM orchestration, prompt engineering, vector databases, and scalable AI systems. Strong foundation in data analytics and machine learning, with a proven ability to build AI solutions that transform complex data into actionable business insights.
PPT Portfolio
0+Projects Delivered
0+Year Experience
0+Certifications
Skills

Technologies I Use

To Build Products

Core technologies I build with. All production-tested.

Languages

PythonTypeScriptSQL

Frontend & Mobile

ReactNextJSFlutter

Backend & DevOps

NodeJSFastAPIFlaskSQLAlchemyAWS (ALB & ASG)VercelGit

Databases & Vectors

PostgreSQLMySQLFirebaseChromaDBFAISS

Generative AI

PyTorchScikit-learnUnslothLangChainOllamaOpenAI APIGemini APIRAGAS

Data Analytics

Looker StudioTableauPowerBIGoogle ColabStreamlit
Project

Things I've

Built & Shipped

A curated showcase of applications and digital experiences.

Chatbot UPN

Chatbot UPN

Skills: Python, NextJS, TypeScript, FastAPI, Langchain, ChromaDB, Ollama, Gemma3, Supabase, Docling

Alkesgo

Alkesgo

Skills: PHP, MySQL, Groq (LLM), Cohere, Supabase, pgvector, Chart.js

RAGsume

RAGsume

Skills: Streamlit, Langchain, Groq, FAISS

Chatbot Aetheria

Chatbot Aetheria

Skills: Python, EC2, Application Load Balancing, Auto Scaling Group, SQL Alchemy, Qween LLM

Data Warehouse OLAP & AI Chatbot

Data Warehouse OLAP & AI Chatbot

Skills: Python, Dbeaver, Pentaho, Mondrian, MySQL, Ollama, Llama 3.2, NextJS

AI Comment Generator

AI Comment Generator

Skills: Python, Llama 3.2, Unsloth, SQLite, HTML, TailwindCSS, Flask

Experience

Where I've

Grown & Learned

My professional journey, roles, and collaborative contributions.

Dec 2025 - May 2026

AI Engineer

UPA-TIK UPN Veteran Jawa Timur

  • Engineered an end-to-end Retrieval-Augmented Generation pipeline using FastAPI, LangChain, and ChromaDB, parsing complex university regulations and achieving 89.5% Context Recall for accurate information retrieval.
  • Optimized retrieval performance by implementing Hybrid Search (Semantic + BM25), Reciprocal Rank Fusion (RRF), and a Cross-Encoder, achieving 80.9% Context Precision while improving contextual relevance across multiple document versions.
  • Implemented a high-precision OCR ingestion pipeline using Docling and regex-based text cleaning, automatically converting 50+ pages of scanned university regulations into structured Markdown for downstream retrieval and question answering.
Feb 2025 - Jun 2025

AI Engineer

PT Minilemon Technology

  • Engineered a low-latency Retrieval-Augmented Generation (RAG) pipeline using Next.js, Groq API, and Qdrant Cloud, delivering context-aware text generation with end-to-end response times below 2.5 seconds.
  • Optimized semantic retrieval by designing metadata-rich JSON schemas for character profiles, achieving a 90% evaluation pass rate for character consistency, contextual relevance, and response quality.
  • Developed a production-ready AI content ideation platform featuring automated context injection, intelligent query routing, and NextAuth-based access control, reducing manual content brainstorming time by 50%.
Certification

Credentials I've

Earned & Verified

Professional credentials and academic accomplishments I have achieved.

Fundamentals of Deep Learning

Fundamentals of Deep Learning

Skills: Deep Learning, TensorFlow, NLP, Computer Vision, Time Series, Recommendation Systems, Generative AI

Certified AI Engineering Masterclass

Certified AI Engineering Masterclass

Skills: Python, TensorFlow, PyTorch, Machine Learning, Deep Learning, NLP, Model Deployment, AI System Design

Internship AI Engineer

Internship AI Engineer

Skills: Artificial Intelligence, Analytical Skills, Business Insights, Visualization

Internship AI Engineer

Internship AI Engineer

Skills: Artificial Intelligence, Analytical Skills, Business Insights, Visualization

Cloud and Generative AI Engineer

Cloud and Generative AI Engineer

Skills: Amazon Web Services (AWS), Artificial Intelligence (AI), Machine Learning, Deep Learning, Cloud Computing

AWS Knowledge: Cloud Essentials

AWS Knowledge: Cloud Essentials

Skills: Amazon Web Services (AWS), AWS Cloud, AWS Compute, AWS Databases, AWS Networking, AWS Security, AWS storage

AISMA
NURLAILI