I’m Farhana Akter, an AI Technical Generalist and multilingual language specialist with 6+ years of hands-on experience evaluating LLM outputs. I build ground-truth datasets, run prompt-response quality checks, verify facts against sources, and audit for hallucinations across generalist, writing, math, and technical coding tasks. I’m also experienced in audio transcription and voice work, with careful phonetic articulation and dialect nuance mapping for high-precision multilingual datasets. On the engineering side, I evaluate and validate Python, SQL, Java, and C++ code for syntax, logic, and edge-case correctness, while keeping bilingual English–Bengali formatting and guidelines consistently high quality.…I’m Farhana Akter, an AI Technical Generalist and multilingual language specialist with 6+ years of hands-on experience evaluating LLM outputs. I build ground-truth datasets, run prompt-response quality checks, verify facts against sources, and audit for hallucinations across generalist, writing, math, and technical coding tasks. I’m also experienced in audio transcription and voice work, with careful phonetic articulation and dialect nuance mapping for high-precision multilingual datasets. On the engineering side, I evaluate and validate Python, SQL, Java, and C++ code for syntax, logic, and edge-case correctness, while keeping bilingual English–Bengali formatting and guidelines consistently high quality.WWWW…