February 2026 — Present
01
Computer Vision Intern
Safexpress Pvt. Ltd.
Gurugram, India
Applied AI, analytics, and automation work for real logistics workflows.
- Purpose
- Computer vision, analytics, and automation for logistics workflows.
- Ownership
- Contributed image-decoding, conversation-analysis, and ongoing SOP proof-of-concept work.
- Evidence
- 1,000-image validation set · ~15,000 conversations analyzed · 18 confidential POC scenarios
Stack Python · OpenCV · Snowflake · SQL · Computer vision
What I learnedI applied computer vision and analytics to practical logistics workflows.
- Built a lightweight Code 128 waybill-decoding workflow for difficult, damaged, or low-quality images.
- Analyzed approximately 15,000 historical BI Copilot conversations to identify intent patterns, failure points, and improvement opportunities.
- Contributing to an ongoing computer-vision SOP compliance proof of concept for confidential logistics scenarios.
Confidential logistics details are generalized, and the CCTV proof of concept is not described as a finished production deployment.
December 2024 - January 2025
02
Electrical & Instrumentation Intern
Bahrain Steel
Hidd, Bahrain
Industrial telemetry, predictive maintenance, and stakeholder-facing technical analysis.
- Purpose
- Predictive-maintenance analysis using industrial motor telemetry.
- Ownership
- Engineered rolling-window features and compared model approaches for a normalized target.
- Evidence
- 100k+ telemetry records · ~200 sensors · ~10 motor systems
Stack Python · pandas · scikit-learn · XGBoost
What I learnedI moved from analysis into predictive modeling with real industrial telemetry.
- Built a predictive-maintenance workflow using more than 100,000 real telemetry records.
- Worked with data from approximately 200 sensors across approximately 10 motor systems.
- Engineered rolling-window features, compared Random Forest and XGBoost, and presented the project to internal stakeholders.
May 2024 - August 2024
03
AI & Business Optimization Intern
Foulath Holding
Al Hidd, Bahrain
Internal analytics, structured reporting, and risk-prioritization workflows.
- Purpose
- Internal analytics and business-optimization workflow support.
- Ownership
- Helped structure analytical reporting and surface risk findings for review.
- Evidence
- 50+ network-risk findings surfaced for review
Stack Analytics workflows · LLM-assisted analysis · Risk review
What I learnedI connected analytical workflows with internal business decisions and investigation.
- Developed an LLM-assisted internal analytics workflow using confidential business data.
- Helped flag suspicious patterns for team investigation and structured reporting.
- Built an ML-assisted workflow that surfaced more than 50 network-risk findings for review.
Internal data, reports, workflows, and architecture are kept generalized.
January 2024 - February 2024
04
Telecommunications Technology Intern
Viacloud W.L.L.
Manama, Bahrain
Telecommunications diagnostics, system performance review, and issue investigation.
- Purpose
- Telecommunications diagnostics and system-performance review.
- Ownership
- Reviewed logs, diagnostics, and module-level indicators across technical systems.
- Evidence
- 5+ systems reviewed · 10+ technical issues contributed to
Stack Logs · Diagnostics · Performance indicators
What I learnedI learned to inspect technical systems through logs, diagnostics, and performance indicators.
- Reviewed logs, diagnostics, and module-level performance indicators across multiple systems.
- Contributed to bottleneck identification and technical issue resolution.
- Worked with engineering teams across more than five systems or modules.