With a deep understanding of the data,
the problem, and the mission,
each solution is designed with precision
to drive measurable success
and push the boundaries of technology
toward meaningful change.
Services
Custom AI/ML Solutions
Build tailored machine and deep learning models to automate tasks, enhance products, and deliver interpretable, responsible AI.
Data Infrastructure & Pipeline Automation
Design scalable pipelines for automated ingestion, cleaning, and transformation, making data reliable and ready to use.
LLM Fine-Tuning & AI Agent Design & Deployment
Develop custom language models and agents to retrieve, analyze, or generate content, with built-in safety and bias mitigation.
Signal & Time Series Analysis
Extract insights from noisy or complex time-series data with accurate, transparent, and reproducible algorithms.
Cloud Deployment & API Integration
Deploy models and dashboards to AWS or GCP with secure REST APIs for real-time insights and compliant data use.
Data-Driven Decision Support & Visualization
Turn complex data into clear, visual insights that guide strategy across product, R&D, and operations.
Featured Work
Preemptive Network Outage Alert System
Developed and deployed a novel AI system to predict upcoming network outages. It leverages Variational Autoencoders (VAE), an unsupervised anomaly detection technique, to detect potential downtimes based on recent network anomalies in the geographic area. The system is deployed as a FastAPI backend that serves real-time predictions.
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NVCMe: an online tool to help people communicate better
NVCme is an AI-powered tool designed to help users communicate more effectively using the principles of Nonviolent Communication (NVC), as described by Marshall Rosenberg. Whether you're responding to a heated discussion, drafting a message to resolve a conflict, or simply aiming to express yourself with more empathy and clarity, NVCme can assist in structuring your text to foster constructive dialogue.
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CovidStats
In the early days of Covid-19, I became curious about how different countries were affected. So I found some statistics online and managed to answer a few questions. (The answers also raised a few more...)
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