Reviewers and Industry Review Pools

Reviewer Roster Model

Each industry has a fixed pool of five reviewers selected from the Convertools editorial team. The visible author and reviewer shown for a tool are assigned deterministically from the tool slug, so the assignment is stable for that tool and does not change between visits.

As your real reviewer team grows, replace these centralized roster entries with named people and credentials without touching individual tool files.

Electrical Review Team

Five reviewers are assigned to this industry. Convertools assigns tool-level author and reviewer entries deterministically, so each tool keeps a fixed editorial attribution while assignments are distributed across the pool.

• Prof. Tomoko Sato

  Electrical content reviewer

  Japanese behavioral economist at the London School of Economics, researching nudge theory applications in public health

• Dr. Lucia Fernandez Vega

  Electrical content reviewer

  Argentine astrophysicist from the University of Buenos Aires, contributing to exoplanet detection with the James Webb telescope

• Prof. Hans Muller

  Electrical content reviewer

  German renewable energy engineer at TU Munich, pioneering grid-scale hydrogen storage solutions

• Dr. Mariam Diallo

  Electrical content reviewer

  Senegalese sociolinguist with a doctorate from Sorbonne, studying code-switching in multilingual urban communities

• Prof. Rajesh Sharma

  Electrical content reviewer

  Indian agricultural economist from IARI New Delhi, advising governments on food security under climate change

Finance Review Team

Five reviewers are assigned to this industry. Convertools assigns tool-level author and reviewer entries deterministically, so each tool keeps a fixed editorial attribution while assignments are distributed across the pool.

• Prof. Sunita Rao

  Finance content reviewer

  Indian-American chemical engineer at Stanford, developing biodegradable alternatives to single-use plastics

• Dr. Emeka Nwosu

  Finance content reviewer

  Nigerian legal scholar with an SJD from Yale, focused on international trade law and African continental free trade agreements

• Prof. Anna Kowalska

  Finance content reviewer

  Polish biostatistician at the University of Warsaw, advancing Bayesian methods for clinical trial design

• Dr. Amara Osei

  Finance content reviewer

  Ghanaian computational linguist with a PhD from MIT, specializing in NLP for low-resource African languages

• Prof. Kenji Tanaka

  Finance content reviewer

  Japanese materials scientist at Kyoto University, known for breakthroughs in sustainable polymer research

Math Review Team

Five reviewers are assigned to this industry. Convertools assigns tool-level author and reviewer entries deterministically, so each tool keeps a fixed editorial attribution while assignments are distributed across the pool.

• Prof. Hans Muller

  Math content reviewer

  German renewable energy engineer at TU Munich, pioneering grid-scale hydrogen storage solutions

• Dr. Emeka Nwosu

  Math content reviewer

  Nigerian legal scholar with an SJD from Yale, focused on international trade law and African continental free trade agreements

• Dr. Isabella Rossi

  Math content reviewer

  Italian neuroscientist at Sapienza University of Rome, studying the neural mechanisms of bilingual language processing

• Dr. Samuel Okafor

  Math content reviewer

  Nigerian-Canadian data scientist with a PhD from the University of Toronto, building ML models for early cancer detection

• Prof. Kenji Tanaka

  Math content reviewer

  Japanese materials scientist at Kyoto University, known for breakthroughs in sustainable polymer research

Woodworking Review Team

Five reviewers are assigned to this industry. Convertools assigns tool-level author and reviewer entries deterministically, so each tool keeps a fixed editorial attribution while assignments are distributed across the pool.

• Prof. Kenji Tanaka

  Woodworking content reviewer

  Japanese materials scientist at Kyoto University, known for breakthroughs in sustainable polymer research

• Dr. Amara Osei

  Woodworking content reviewer

  Ghanaian computational linguist with a PhD from MIT, specializing in NLP for low-resource African languages

• Prof. Anna Kowalska

  Woodworking content reviewer

  Polish biostatistician at the University of Warsaw, advancing Bayesian methods for clinical trial design

• Dr. Emeka Nwosu

  Woodworking content reviewer

  Nigerian legal scholar with an SJD from Yale, focused on international trade law and African continental free trade agreements

• Prof. Sunita Rao

  Woodworking content reviewer

  Indian-American chemical engineer at Stanford, developing biodegradable alternatives to single-use plastics

Plumbing Review Team

Five reviewers are assigned to this industry. Convertools assigns tool-level author and reviewer entries deterministically, so each tool keeps a fixed editorial attribution while assignments are distributed across the pool.

• Prof. Zara Khan

  Plumbing content reviewer

  Pakistani-British education researcher at Cambridge, evaluating digital literacy programs in South Asian rural schools

• Dr. Fatima Al-Rashidi

  Plumbing content reviewer

  Kuwaiti epidemiologist trained at Johns Hopkins, leading WHO initiatives on maternal health in the Gulf region

• Dr. Isabella Rossi

  Plumbing content reviewer

  Italian neuroscientist at Sapienza University of Rome, studying the neural mechanisms of bilingual language processing

• Dr. Mariam Diallo

  Plumbing content reviewer

  Senegalese sociolinguist with a doctorate from Sorbonne, studying code-switching in multilingual urban communities

• Prof. Mei-Ling Wu

  Plumbing content reviewer

  Taiwanese genomics researcher at National Taiwan University, leading studies on pharmacogenomics in East Asian populations

Photography Review Team

Five reviewers are assigned to this industry. Convertools assigns tool-level author and reviewer entries deterministically, so each tool keeps a fixed editorial attribution while assignments are distributed across the pool.

• Dr. Emeka Nwosu

  Photography content reviewer

  Nigerian legal scholar with an SJD from Yale, focused on international trade law and African continental free trade agreements

• Prof. Ingrid Johansson

  Photography content reviewer

  Norwegian political scientist at the University of Oslo, studying democratic resilience in Nordic welfare states

• Dr. Elif Yilmaz

  Photography content reviewer

  Turkish computational biologist at the Max Planck Institute, mapping gene regulatory networks in rare diseases

• Dr. Aisha Bello

  Photography content reviewer

  Nigerian public health specialist with an MPH from Harvard, working on vaccine distribution logistics in West Africa

• Dr. Amara Osei

  Photography content reviewer

  Ghanaian computational linguist with a PhD from MIT, specializing in NLP for low-resource African languages

Cooking Review Team

Five reviewers are assigned to this industry. Convertools assigns tool-level author and reviewer entries deterministically, so each tool keeps a fixed editorial attribution while assignments are distributed across the pool.

• Prof. Hans Muller

  Cooking content reviewer

  German renewable energy engineer at TU Munich, pioneering grid-scale hydrogen storage solutions

• Dr. Mariam Diallo

  Cooking content reviewer

  Senegalese sociolinguist with a doctorate from Sorbonne, studying code-switching in multilingual urban communities

• Prof. Rajesh Sharma

  Cooking content reviewer

  Indian agricultural economist from IARI New Delhi, advising governments on food security under climate change

• Dr. Elif Yilmaz

  Cooking content reviewer

  Turkish computational biologist at the Max Planck Institute, mapping gene regulatory networks in rare diseases

• Prof. Kwame Asante

  Cooking content reviewer

  Ghanaian-British historian at Oxford, specializing in pre-colonial West African trade networks

Textiles Review Team

Five reviewers are assigned to this industry. Convertools assigns tool-level author and reviewer entries deterministically, so each tool keeps a fixed editorial attribution while assignments are distributed across the pool.

• Prof. Rajesh Sharma

  Textiles content reviewer

  Indian agricultural economist from IARI New Delhi, advising governments on food security under climate change

• Dr. Elif Yilmaz

  Textiles content reviewer

  Turkish computational biologist at the Max Planck Institute, mapping gene regulatory networks in rare diseases

• Prof. Kwame Asante

  Textiles content reviewer

  Ghanaian-British historian at Oxford, specializing in pre-colonial West African trade networks

• Dr. Nadia Petrov

  Textiles content reviewer

  Serbian biomedical engineer trained at Imperial College London, developing low-cost prosthetics for conflict zones

• Prof. Yuki Nakamura

  Textiles content reviewer

  Japanese-American sociologist at UC Berkeley, researching immigration policy impacts on second-generation identity

HVAC Review Team

Five reviewers are assigned to this industry. Convertools assigns tool-level author and reviewer entries deterministically, so each tool keeps a fixed editorial attribution while assignments are distributed across the pool.

• Prof. Rajesh Sharma

  HVAC content reviewer

  Indian agricultural economist from IARI New Delhi, advising governments on food security under climate change

• Prof. Chen Wei

  HVAC content reviewer

  Chinese AI ethics researcher at Tsinghua University, publishing extensively on algorithmic bias in hiring systems

• Prof. Kenji Tanaka

  HVAC content reviewer

  Japanese materials scientist at Kyoto University, known for breakthroughs in sustainable polymer research

• Dr. Pablo Gutierrez

  HVAC content reviewer

  Chilean climate scientist at the University of Chile, modeling glacier retreat in the Patagonian ice fields

• Prof. Hans Muller

  HVAC content reviewer

  German renewable energy engineer at TU Munich, pioneering grid-scale hydrogen storage solutions