MUMMADI MAHESWAR REDDY

MUMMADI MAHESWAR REDDY

AI Engineer
India
Telugu, English, Hindi
Internship Remote

About Me

AI Engineer with hands-on experience in Generative AI models, LLMs, and deep learning. Proficient in Python, PyTorch, TensorFlow, Scikit-learn, and the full ML lifecycle — data preprocessing, feature engineering, EDA, mo…

Experience

AI Research Intern

Coding Jr · Remote
Jun 2025 - Jan 2026 · 6 months

<p>Built an automated model evaluation pipeline in Python to validate outputs and systematically flag hallucinations, reasoning errors, and edge-case failures across 50+ adversarial test scenarios.</p><p> Designed a prompt/parameter optimization workflow using A/B experimentation and comparative scoring, reducing nondeterministic outputs by 40% in Generative AI models.</p><p> Engineered automated data validation and guardrail checks across 10+ repositories using Python and Git-based version control, ensuring data reliability and output consistency.</p><p> Implemented multi-layer inference safeguards using AST parsing and semantic validation, translating research techniques into clean, production-grade Python code.</p><p> Delivered scalable AI solutions collaborating with cross-functional teams in a fast-paced remote environment.</p>

Skills

Generative AI LLMs RAG Scikit-learn Supervised Learning Unsupervised Learning Ensemble Learning Model Evaluation Metrics Hyperparameter Tuning ANN CNN RNN PyTorch TensorFlow Python NumPy Pandas Matplotlib Plotly Data Preprocessing Feature Engineering Exploratory Data Analysis EDA Data Cleaning Descriptive Statistics Probability Hypothesis Testing FastAPI REST APIs PostgreSQL CRUD Systems Data Pipeline Automation Git Linux OOP Data Structures & Algorithms
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