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a59f86b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 | # Work Experience — Kuldeep Kumar Mishra ## 1. Teaching Assistant — IIIT Lucknow Duration: August 2024 – May 2025 Location: Indian Institute of Information Technology (IIIT) Lucknow Responsibilities & Contributions: - Developed machine learning notebooks on AWS SageMaker using datasets stored in Amazon S3 - Assisted more than 60 students in learning practical machine learning concepts - Fine-tuned transformer models including BERT and RoBERTa for NLP tasks: - Named Entity Recognition (NER) - Sentiment Analysis - Word Sense Disambiguation - Supported faculty in designing lab sessions and coursework materials - Helped students debug ML code, understand model architectures, and interpret results Key Skills Used: AWS SageMaker, Amazon S3, Python, PyTorch, Hugging Face Transformers, BERT, RoBERTa, NLP, Machine Learning --- ## 2. AI Tutor and Expert Mathematician — Outlier Duration: September 2024 – September 2025 Type: Remote / Freelance Responsibilities & Contributions: - Contributed to AI model training by applying advanced mathematical concepts - Evaluated Large Language Model (LLM) outputs for quality, correctness, and reasoning - Improved response quality of AI systems by providing expert feedback and annotations - Supported development of high-quality AI training datasets - Applied deep mathematical expertise to validate and improve AI-generated content in STEM domains Key Skills Used: Mathematics, LLM Evaluation, Prompt Analysis, AI Training Data, Analytical Reasoning --- ## 3. Home Tutor (Mathematics) — Self-Employed Duration: 2019 – 2022 (alongside B.Sc. studies) Location: Darbhanga, Bihar Responsibilities: - Taught Mathematics to Class 11 and Class 12 students - Covered topics: Calculus, Algebra, Trigonometry, Coordinate Geometry, Statistics - Developed ability to explain complex concepts in simple, accessible language - Built strong communication, leadership, and mentoring skills --- ## Summary of Experience - Total professional AI/ML experience: 2+ years - Students mentored: 60+ (IIIT Lucknow) + private tutoring - Domains: AI Engineering, NLP, Model Fine-tuning, Teaching, Mathematical Consulting - Environments: Academic (IIIT Lucknow), Industry (Outlier), Freelance |