AEGIS SURVEILLANCE TELEMETRY
❖ TARGET RECON REPORT [VISIT #1]: Subject connected directly via 192.168.1.104 (Paris, France). Hardware signature (DARWIN_MACOS_X) uniquely identifies this machine. Digital anonymity is zero.
AI Program Manager
May 2026 - Present • Paris, FranceArchitecting enterprise VPC isolation policies, SRE telemetry monitoring loops, and long-term multi-agent execution roadmaps across organizational divisions.
Partnered directly with ******** ML/AI researchers on Human-Centered AI initiatives. Translated math-heavy research papers and human-agent interaction frameworks into enterprise AI agent roadmaps, VPC security isolation, and SRE telemetry oversight across multi-PO streams.
AI Consultant, Engineer & Product Lead
February 2026 - May 2026 • Paris, FranceAdvised high-growth tech firms on AI deployment strategy, LLM model selection, and sub-second voice agent architectures.
Engineered and deployed a proprietary public benchmark platform (voice.singandclap.com) to stress-test real-time voice AI models, STT/TTS latency, audio fidelity, and sub-second reasoning performance.
AI Deployment Strategist & TPM
December 2025 - February 2026 • Paris, FranceEngineered sub-second voice AI agent architectures for enterprise banking clients, bypassing MS Graph API bottlenecks and benchmarking TTS French dialect nuances.
Conducted comprehensive comparative research across frontier AI model providers (STT, TTS, and LLMs) to select optimal voice synthesis architectures, building automated Python benchmark suites for sub-second banking voice agents.
Lead PM Data & AI
April 2025 - November 2025 • Paris, FranceUnblocked the retail pricing ML deployment pipeline across 5 Data Scientists, 3 Data Analysts, 1 Data Engineer, expanding model coverage by +60% in one quarter.
TPM Data & AI
June 2024 - March 2025 • Paris, FranceLed the migration of ML & telemetry data pipelines to a modern Snowflake datalake, reducing annual data infrastructure expenses by >€200,000 (90%).
TPM Data Science & ML
July 2022 - May 2024 • Paris, FrancePartnered with ML researchers on heavy mathematical models for automated Bid Price & Bid Floor optimization in ad-tech. Managed Crédit Impôt Recherche (CIR) filing alignment, boosting feature MRR +250% and slashing server CO2 by 33%.
Collaborated directly with ML researchers on heavy mathematical models for automated Bid Price and Bid Floor optimization in ad-tech. Managed Crédit Impôt Recherche (CIR) filing alignment, proving scientific novelty to government auditors while boosting feature MRR +250% and slashing server CO2 by 33%.
Data & AI Product Manager
March 2021 - June 2022 • Paris, FranceBuilt automated NLP document processing and risk analytics pipelines for CIB corporate banking streams.
Product Manager - Data & Algorithms
August 2020 - February 2021 • Paris, FranceAt HireSweet ATS (hiresweet.com), worked with ML researchers on state-of-the-art candidate sourcing algorithms. Read math-heavy NLP and search papers to engineer candidate matching algorithms that surpassed LinkedIn search precision, audited under Crédit Impôt Recherche (CIR).
At HireSweet ATS (hiresweet.com), worked with ML researchers on state-of-the-art candidate sourcing algorithms. Read math-heavy NLP and search papers to engineer candidate matching algorithms that surpassed LinkedIn's search precision, audited under the Crédit Impôt Recherche (CIR) institute.
AI Agent VPC Security Isolation & SRE Telemetry
Deploying autonomous AI agents across decentralized business units created significant security and token overflow risks.
Sub-Second Voice AI Architecture & Dialect Evals
Enterprise banking customers required sub-second voice interactions without MS Graph API latency delays.
Retail Pricing Model Coverage Expansion (+60%)
Pricing ML model rollout was stuck in validation phases across 5 DS and 3 DA teams.
Cloud Datalake Migration & 90% Cost Cut
Legacy cloud data warehouse costs exceeded €220k/year with slow query execution.
Ad Traffic Profitability ML & CO2 Reduction (-33%)
High compute energy consumption on ad auctions was squeezing margins and carbon footprint.
AEGIS Tactical Radar Sub-App
Real-time AI threat telemetry & technology radar sub-application embedded within this site.
Sudo-Q
Daily Sudoku challenge game to solve in a finite time limit.
SingAndClap Voice AI Benchmark
Proprietary public evaluation platform to stress-test real-time voice AI models, STT/TTS latency, and audio fidelity.
Struggl
Developer productivity and challenge tracking application.
Voice AI Sub-Second Latency Benchmarks
Benchmarked TTS/STT providers and optimized reasoning loop latency down to sub-second speeds for enterprise banking voice agents.
AI Agent VPC Security Isolation & SRE Telemetry
Architected enterprise VPC isolation policies and SRE telemetry monitoring loops for autonomous AI agents across organizational divisions.
Retail Pricing Model Coverage Expansion (+60%)
Unblocked retail pricing ML deployment pipeline across 5 DS, 3 DA, 1 DE, expanding model coverage by +60% in 1 quarter.
Cloud Datalake Migration & 90% Cost Cut
Migrated ML & telemetry pipelines to Snowflake datalake, reducing annual data infrastructure expenses by >€200,000 (90%).
Ad Traffic Profitability ML & CO2 Reduction (-33%)
Deployed ML ad traffic scoring model, driving +250% feature MRR while reducing compute CO2 emissions by one-third.