Hi, I'm Amit Filler
Turning raw data into actionable insights and building smart, automated AI solutions - from SQL and ML models to LLM-powered workflows.
Where data meets discipline
An analyst's rigor, a commander's composure, and a builder's curiosity.
I'm a third-year B.Sc. Data Science student at The College of Management and a Data Analyst at Elad Systems, where I contribute to high-impact military AI initiatives in strategic collaboration with Hatal (IDF) and Elbit Systems.
My path blends rigorous analytics with real leadership. As a Combat Soldier and Commander in the Iron Dome system, I learned to make sharp decisions under pressure and lead teams through fast-changing conditions - a mindset I now bring to every data problem I tackle.
Today I work end-to-end: complex SQL queries, machine-learning models, operational dashboards, and AI assistants powered by RAG, agents, and APIs. I'm driven by turning messy, unstructured data into clear products that create real value.
B.Sc Data Science - Honors (GPA 88)
Data & AI Analyst @ Elad - Combat AI
Iron Dome Combat Commander
RAG • Agents • LLMs in daily work
Tools I build with
From statistical modeling to LLM-powered automation - the stack behind the work.
Languages
Machine Learning & AI
Data Processing & Viz
Tools & Workflows
Things I've shipped
End-to-end data & AI projects - from raw, unstructured input to actionable output.
What I'm building right now
Pulled live from the GitHub API - updated automatically.
Recently Pushed
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Scalable analysis of Porto Taxi Trajectory Dataset (1.71M trips) using Apache Spark on GCP DataProc. Implements Approximate Algorithms (Bloom Filter, LSH, Count Min Sketch, T-Digest, HyperLogLog), Spatial Encoding, and Popular Long Sub-Route Discovery.
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Experience & Education
A path through analytics, AI, and operational leadership.
Data & AI Analyst - Client: Combat AI (Elbit & IDF)
Elad Software Systems
Full-time · On-site · Tel Aviv District, Israel
- Assigned to the IDF Ground Forces Technological Division (Hatal) for the 'Combat AI' initiative, in strategic collaboration with Elbit Systems.
- Engineered and deployed end-to-end predictive ML models in Python, enabling robust, data-driven decision-making for complex operational scenarios.
- Designed and maintained full data-science pipelines - large-scale collection, cleaning, and preprocessing - to ensure high-quality inputs for advanced analytics.
- Partnered with cross-functional defense stakeholders, product managers, and engineering teams to translate operational requirements into scalable AI solutions.
Data Center Operations & Security Officer
EdgeConneX
Part-time · On-site · Rishon LeZion, Israel
- Oversee the security and operational integrity of Nvidia's server infrastructure.
- Manage high-level security protocols and access control for sensitive environments.
- Provide technical support and operational assistance to enterprise data-center customers.
Security Officer
IAI - Israel Aerospace Industries
Full-time · On-site · Center District, Israel
- Secured sensitive facilities and enforced strict Ministry of Defense protocols ('Malamab Achid 712').
- Maintained high vigilance and incident-response readiness while keeping professional relations with employees and visitors.
Combat Commander - Iron Dome Air Defense
Israeli Air Force
Full-time · On-site · Israel
- Led a team in the Iron Dome Air Defense System within a high-intensity operational environment.
- Developed rapid decision-making, crisis management, and strategic leadership under extreme pressure.
- Continue to serve in active reserve as a Command Center Operator, overseeing command-and-control systems during critical security periods.
Let's build something
Open to data science / AI analytics roles and interesting collaborations. Drop a message.