I help businesses build AI systems that actually work in production, not just demos or prototypes. I'm an AI Engineer with 4+ years of experience deploying production-grade AI at scale. Most recently, I placed 3rd out of 91 international teams (competing against PhDs and senior researchers) to win a $50,000 AI grant for building a Sign Language Translator deployed on a global AI marketplace. Before that, I was Lead AI Engineer at a financial services company serving 2 million users. What I build: LLM-powered chatbots and RAG systems, document and image processing pipelines (OCR, computer vision), end-to-end deployment with APIs, monitoring, and CI/CD. Every system I've built is still running in production today. Key results: reduced customer support response time by 99%, automated document processing that replaced 6 full-time staff, saved $13K+ annually by replacing a third-party vendor with an in-house AI system. Tech: Python, LLMs (LLaMA, Mistral, Qwen), FastAPI, Docker, PyTorch, YOLO, PostgreSQL, Milvus, and more. If you have a business problem that AI can solve, let's talk.

Khresna Pandu

I help businesses build AI systems that actually work in production, not just demos or prototypes. I'm an AI Engineer with 4+ years of experience deploying production-grade AI at scale. Most recently, I placed 3rd out of 91 international teams (competing against PhDs and senior researchers) to win a $50,000 AI grant for building a Sign Language Translator deployed on a global AI marketplace. Before that, I was Lead AI Engineer at a financial services company serving 2 million users. What I build: LLM-powered chatbots and RAG systems, document and image processing pipelines (OCR, computer vision), end-to-end deployment with APIs, monitoring, and CI/CD. Every system I've built is still running in production today. Key results: reduced customer support response time by 99%, automated document processing that replaced 6 full-time staff, saved $13K+ annually by replacing a third-party vendor with an in-house AI system. Tech: Python, LLMs (LLaMA, Mistral, Qwen), FastAPI, Docker, PyTorch, YOLO, PostgreSQL, Milvus, and more. If you have a business problem that AI can solve, let's talk.

Available to hire

I help businesses build AI systems that actually work in production, not just demos or prototypes.

I’m an AI Engineer with 4+ years of experience deploying production-grade AI at scale. Most recently, I placed 3rd out of 91 international teams (competing against PhDs and senior researchers) to win a $50,000 AI grant for building a Sign Language Translator deployed on a global AI marketplace. Before that, I was Lead AI Engineer at a financial services company serving 2 million users.

What I build: LLM-powered chatbots and RAG systems, document and image processing pipelines (OCR, computer vision), end-to-end deployment with APIs, monitoring, and CI/CD. Every system I’ve built is still running in production today.

Key results: reduced customer support response time by 99%, automated document processing that replaced 6 full-time staff, saved $13K+ annually by replacing a third-party vendor with an in-house AI system.

Tech: Python, LLMs (LLaMA, Mistral, Qwen), FastAPI, Docker, PyTorch, YOLO, PostgreSQL, Milvus, and more.

If you have a business problem that AI can solve, let’s talk.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

Indonesian
Fluent
English
Fluent

Work Experience

Data Scientist at SingularityNet
April 1, 2025 - Present
Co-developed and completed the winning proposal for the Sign Language Translator AI (SLTA), securing a $50,000 grant by placing 3rd out of 91 submissions in the Deep Funding round. Built end-to-end ML pipeline for ASL recognition with a 24,000+ video dataset, extracted landmarks, and trained a Bidirectional LSTM achieving strong generalization. Deployed a production-ready AI service on SingularityNET marketplace with a privacy-forward in-memory architecture to ensure data discard post-inference.
Lead AI Engineer at Indo Premier Sekuritas
October 1, 2023 - January 1, 2026
Core AI Engineer reporting to CTO; curated a 15,000-item knowledge base for LLM grounding, achieving ~70% improvement in corpus quality. Established Milvus vector indexing with 15,000 vectors and sub-30ms semantic search; designed a PostgreSQL schema for 2TB of data. Fine-tuned LLMs (LLaMA, Mistral, Qwen) via Unsloth; deployed on GPU with Docker/VLLM; built microservices for an LLM chatbot and reduced customer service response time. Implemented CI/CD, Nginx load balancing, Prometheus/Grafana monitoring; managed on-premise GPU infrastructure.
Data Scientist at Telkom Indonesia
September 1, 2022 - June 1, 2023
Provided chatbot services built on the Rasa stack for government and high-level stakeholders. Created and maintained 20 automation scripts for data scraping/transformation (SQL, Selenium, Beautiful Soup, Elasticsearch); processed 100+ GB of data daily to enable analysis. Developed and deployed ML models as APIs using FastAPI; supported data-driven automation initiatives.
Robotic Process Automation Developer Intern at CIMB Niaga
August 1, 2021 - February 1, 2022
Solely engineered an RPA bot using Automation Anywhere; coordinated SIT/UAT/PAT with testing teams; completed automation project equivalent to 0.89 FTE workload, demonstrating high efficiency and impact.
Machine Learning Mentor at Bangkit Academy (Google)
February 1, 2023 - July 1, 2023
Mentored 25 students in ML; helped two students graduate with distinction (Top 10%).

Education

Bachelor of Computer Science at Gadjah Mada University
August 1, 2018 - April 1, 2022
Bachelor of Science in Computer Science at Gadjah Mada University (UGM)
August 1, 2018 - April 1, 2022

Qualifications

TensorFlow Developer Certificate
January 11, 2030 - February 23, 2026
TensorFlow Developer Certificate
January 11, 2030 - February 23, 2026

Industry Experience

Computers & Electronics, Software & Internet, Professional Services, Telecommunications, Government, Media & Entertainment, Financial Services, Education

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
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