# MD TABISH MD TABISH is a remote worker on Himalayas, Prompt Engineer at Adzzat, based in India. Source: https://himalayas.app/@mdtabish ```text AI Engineer at Airtel, automating IAM across 1,000+ nodes and cutting manual effort by 97%. ``` | Detail | Value | | --- | --- | | Availability | Open to opportunities | | Location | India | | Authorized to work in | India | | Job categories | AI Engineer, AI Evaluator, Prompt Engineer, Data Analyst, Data Scientist, Machine Learning Engineer, Python Developer, Software Engineer, Mobile Application Developer | | Skills | AI Engineering, LLM Evaluation, AI Evaluation, Multimodal Annotation, Data Quality, Prompt Engineering, Generative AI, Human Feedback (RLHF), Python Automation, IDAM Automation, Data Science, Machine Learning, Data Analysis, Search Quality Rating, OCR Evaluation | | Portfolio | https://mdtabish-ai-engineering-portfolio.plumleaf4.chatgpt.site | | LinkedIn | https://linkedin.com/in/md-tabish-0a04b3236 | | GitHub | https://github.com/Raudibhai | ## What I'm looking for ```text I’m interested in STEM problem solving, scientific computing, mathematical reasoning, technical research, data analysis, and AI benchmarking. I’m open to global remote opportunities and contract, freelance, or full-time work. ``` ## About ```text At Airtel, I engineered Python IAM automation for more than 1,000 nodes, reducing manual password-reset effort from five days to 30 minutes. I also integrated ServiceNow REST APIs to automate access tickets and built Power BI dashboards for IAM performance monitoring. Across AI engineering and evaluation work, I’ve developed LLM applications and assessed model responses using structured rubrics. I’ve delivered more than 50,000 multimodal annotations and evaluations at approximately 98% QA accuracy, and I’ve built applications including TalentPilot AI and a Gemini-powered FAQ chatbot. ``` ## Experience ### Prompt Engineer (current) Adzzat. Sep 2026 - Present ```text Design and test prompts for instruction following, accuracy, relevance, and response consistency. Document failure patterns, edge cases, and quality issues; support bilingual and guideline-driven evaluation. ``` Skills: Prompt-Engineering, Instruction-Following, Accuracy, Relevance, Consistency, Bilingual-Evaluation ### Freelance AI Evaluator (current) Outlier AI & Deccan AI. Mar 2026 - Present ```text Evaluated Large Language Models through structured testing and rubric-based assessment of reasoning, factuality, instruction following, and safety. Performed prompt optimization, comparative response evaluation, and conversational AI evaluation across multiple AI projects. ``` Skills: LLM-Evaluation, Rubric-Based-Assessment, Reasoning, Factuality, Instruction-Following, Safety, prompt-optimization, Comparative-Evaluation ### Odin Tasker (current) Mercor. Jan 2026 - Present ```text Complete task-based AI work in Mercor's task workspace under detailed project guidelines and quality standards. Evaluated and rated multi-turn AI model responses across five prompt categories against structured rubric criteria. ``` Skills: AI-Evaluation, Rubric-Based-Scoring, Instruction-Following, Consistency-Checks ### Python Developer - IAM Automation & Data Analytics (current) Airtel (via V5 Global Services Private Limited). Jul 2025 - Present ```text Engineered Python automation scripts for SSH, Telnet, and RDP to automate bulk password resets for 1000+ nodes, reducing manual effort by 97%. Integrated ServiceNow REST APIs to auto-process user access tickets, reducing resolution time by 40%. ``` Skills: Python, SSH, Telnet, RDP, Paramiko, Pexpect, ServiceNow-REST-API, Active-Directory, Azure-AD, AWS-IAM, Power-BI, Machine-Learning ### Senior AI Data Operations Specialist RWS Group / TrainAI. Jun 2022 - Dec 2026 ```text Performed multimodal annotation across text, image, OCR, video, and audio for AI training and evaluation workflows. Delivered Search Quality Rating, Urdu OCR/ASR review, and auto-dubbing evaluation at approximately 99% accuracy. ``` Skills: Multimodal-Annotation, OCR, ASR, Search-Quality-Rating, Translation-Review, AI-Dubbing, Lip-Sync, Edge-Case-Documentation ### AI Trainer / Language Evaluation Contributor - Lighthouse Project OneForma / Centific. Jan 2022 - Dec 2026 ```text Contributed to language and content evaluation, including Hindi in Latin script, proofreading, generated-content review, multilingual annotation, and language validation against project quality standards. ``` Skills: Language-Evaluation, Hindi, Proofreading, Content-Review, Multilingual-Annotation, OCR ### Language Data & Quality Reviewer - Uber AI Project Volga Partners. Jan 2022 - Dec 2026 ```text Evaluated AI-generated language outputs for linguistic accuracy, naturalness, contextual relevance, and cultural appropriateness using Hindi, English, and Urdu expertise. Documented review decisions and provided structured feedback for multilingual model improvement. ``` Skills: Language-Evaluation, Hindi, English, Urdu, Linguistic-Accuracy, Naturalness, Relevance, Cultural-Appropriateness-Review ### Text Situated Alignment Facilitator Turing. Oct 2026 - Oct 2026 ```text Contributed to text-based AI alignment tasks using project rubrics and documented evaluation criteria. Applied consistent judgments and recorded concise justifications to support training-data quality. ``` Skills: AI-Alignment, Rubric, Evaluation, Justification ### Expert Contributor / Generalist - Project Rudder Crossing Hurdles / Snorkel AI. Aug 2026 - Aug 2026 ```text Compared model responses across conversational attributes, rated outputs independently, and wrote rationales and direct preference comparisons. Completed calibration and incorporated submission feedback into guideline-driven tasks. ``` Skills: Model-Evaluation, Preference-Comparison, Rationale-Writing, Calibration ### Prompt Engineering & Digital Solutions Intern Two Registers. Jan 2026 - Jul 2026 ```text Designed and optimized prompts for LLMs to improve response quality, instruction adherence, and conversational consistency. Evaluated AI-generated outputs using structured rubrics to identify hallucinations, reasoning gaps, and factual inaccuracies. ``` Skills: Prompt-Engineering, LLM, Evaluation, Rubric, Validation ### Business Analyst Turing. Jan 2026 - Apr 2026 ```text Supported AI model training, AI content operations, and LLM evaluation workflows for an enterprise AI platform. Applied structured analytical thinking, content-quality review, and process-oriented improvements. ``` Skills: AI-Model-Training, LLM-Evaluation, Content-Quality, Analytical-Thinking ### Music Instructor / Music Teacher Honey Bunny School. Jan 2023 - Dec 2025 ```text Taught music through structured classroom and practical lessons, adapting instruction to learner skill levels. Guided students in music fundamentals, singing, and rhythm with individualized attention. ``` Skills: Music-instruction, Teaching, Adaptability, Communication-Skills ### Software Engineer Level-2 OneClick IT Consultancy Pvt Ltd. Jan 2024 - Jun 2025 ```text Led React Native mobile application development projects, handling project architecture, sprint planning, and technical decisions. Managed projects independently, coordinated with clients, performed code reviews, and mentored team members. ``` Skills: React-Native, JavaScript, TypeScript, Project-Architecture, Sprint-Planning, Code-Review, Mentorship ### Python Developer - Data Science & Analytics Techfius Services. Jul 2022 - Dec 2023 ```text Developed and automated ETL pipelines using Python and SQL, improving data processing speed by 50%. Analyzed large-scale telecom datasets and built interactive dashboards in Tableau and Power BI. ``` Skills: Python, SQL, ETL, Pandas, scikit-learn, TensorFlow, Tableau, Power-BI ### Academic Tutor School Tuition & Online Teaching. Jan 2020 - Dec 2022 ```text Provided structured, rubric-style teaching for school-level students. Built communication, mentoring, and feedback skills transferable to AI evaluation and human-feedback work. ``` Skills: Teaching, Communication-Skills, Mentorship, Feedback ### Team Leader Reliance Industries Limited. Jan 2020 - Dec 2022 ```text Led operational teams against productivity, quality, and SLA benchmarks. Supported daily coordination, performance monitoring, and process improvement. ``` Skills: Team-Leadership, Operations, SLA-Management, Performance-Monitoring, Process-Improvement ### React Native Developer Alpha E Barcode Solutions Pvt Ltd. Jan 2021 - Jun 2022 ```text Developed mobile applications for HRMS, ERP, and Retail solutions. Integrated APIs and real-time synchronization features, improved application performance and UI responsiveness. ``` Skills: React-Native, JavaScript, API-Integration, Real-time-Sync, Performance-Optimization ### International Voice Process BYJU'S. Mar 2019 - Dec 2021 ```text Handled international customer interactions, communicated solutions clearly, and maintained service-process standards. ``` Skills: Customer-Service, Communication-Skills, Process-Adherence ### Senior Customer Service Representative HDFC Bank. Jan 2018 - Dec 2020 ```text Managed high-volume customer-service operations, maintaining 10,000+ records at approximately 99.8% accuracy. Handled issue resolution, documentation, and regulated service and quality standards. ``` Skills: Customer-Service, Record-keeping, Issue-Resolution, Documentation, Quality-Standards ### SDE AI Intern Xlron. Jan 2026 - Present ```text Built AI-powered systems using OpenAI APIs, LLM pipelines, Prompt Engineering, LangChain, and RAG architectures. Designed scalable backend workflows integrating vector databases, REST APIs, Python, and real-time AI systems. ``` Skills: OpenAI-API, LLM-Training-Pipelines, Prompt-Engineering, Lang-Chain, RAG, Vector-Databases, REST-APIs, Python, CI-CD ### AI Engineer / AI Intern Airdwags. Jan 2026 - Present ```text Developed AI-powered applications using Python, LLMs, REST APIs, and modern AI frameworks. Built intelligent automation workflows integrating LLM APIs, prompt engineering, and backend services. ``` Skills: Python, Large-Language-Models, REST-APIs, AI-Frameworks, Automation, Prompt-Engineering ### AI Reviewer / AI Trainer Handshake AI. Jan 2026 - Present ```text Evaluated AI-generated responses for accuracy, relevance, reasoning, code quality, and instruction following. Reviewed technical tasks involving software engineering, Python, JavaScript, APIs, Git, Docker, and AI workflows. ``` Skills: AI-Evaluation, LLM, Python, JavaScript, APIs, Git, Docker, Reasoning, Code-Quality ### Software Engineering Task Contributor - Odyssey AfterQuery. Jan 2026 - Present ```text Authored software-engineering tasks with objectives, metadata, environment summaries, difficulty/effort estimates, oracle and verification strategies, binary success conditions, partial-score strategy, anticipated exploits and resource/network requirements. ``` Skills: Software-Engineering, Task-Authoring, Validation-Strategy, Metadata ### Video Annotator Turing. Jan 2026 - Present ```text Label and quality-review video-based AI training datasets using structured annotation guidelines and rubric-based evaluation. Review visual and contextual content for accuracy, consistency, and alignment with project-specific quality standards. ``` Skills: Video-Annotation, Quality-Review, Rubric-based-Evaluation, Accuracy, Consistency ### AI Data / Search Evaluation Contributor CrowdGen / Appen ```text Contributed to content-language labeling, search side-by-side review, web/mobile/desktop scenario testing, map-data checks, data validation, and AI content evaluation. ``` Skills: Content-Labeling, Search-Evaluation, Scenario-Testing, Data-Validation, AI-Content-Evaluation ### AI Data & Freelance Contributor iMerit; TELUS International; Upwork ```text iMerit: household-activity video data collection. TELUS International: photo and video annotation. Upwork: remote AI/data annotation, content evaluation assignments under client-specific quality standards. ``` Skills: Data-Collection, Video-Annotation, Photo-Annotation, Content-Evaluation ## Education ### Babasaheb Bhimrao Ambedkar Bihar University Master of Business Administration, Business Administration. 2025 - Present ```text Currently pursuing a Master of Business Administration, expected to complete in 2027. ``` ### Indian Institute of Information Technology, Ranchi Bachelor of Technology, Computer Science and Engineering. 2022 - 2026. Grade: 7.5 CGPA ```text Pursued a Bachelor of Technology in Computer Science and Engineering, achieving a CGPA of 7.5. ``` ### Babasaheb Bhimrao Ambedkar Bihar University Master of Arts, Political Science. 2022 - 2024 ```text Completed a Master of Arts in Political Science from 2022 to 2024. ``` ### Ganpat University Bachelor's in Information Technology, Information Technology. 2017 - 2021 ```text Completed a Bachelor's in Information Technology from March 2017 to March 2021. ``` ### Babasaheb Bhimrao Ambedkar Bihar University Bachelor of Arts, Political Science. 2018 - 2021 ```text Earned a Bachelor of Arts in Political Science from 2018 to 2021. ``` ### Monad University, Hapur Bachelor of Computer Applications, Computer Science. 2013 - 2016 ```text Earned a Bachelor of Computer Applications in Computer Science from 2013 to 2016. ``` ## Tech stack - Postman - Tableau - AWS IAM - Microsoft Azure - GitHub - GitLab - Kubernetes - React Native - NumPy - Pandas - PySpark - MySQL - PostgreSQL - MongoDB - Oracle - Node.js - Django - Spring Boot - Next.js - Slack - Redis - PyCharm - JavaScript - Python - HTML5 - Java - C++ - PowerShell - C - TensorFlow - scikit-learn - NLTK - Flask - Grafana - SpaCy - Linux - GraphQL - Prisma - Firebase - Socket.IO - Redux - Vercel - TypeScript - Git - Docker - Zoom - WebRTC - NGINX - SQL - LangChain - Razorpay - Cline - Kilo Code - Power BI - Apache Kafka - Microsoft 365 - REST APIs - Power Query - CSS3 To contact MD, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire). ## People also viewed - [Aarya Desai](https://himalayas.app/@aaryadesai): Quality Analyst , mercor - [Anik Banerjee](https://himalayas.app/@anikbanerjee): Data Solution Analyst, RT Network Solutions Pvt. 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