Manideep Reddy
AI / ML Engineer
manideepreddyrekha@gmail.com · +91 86866 69066 · Hyderabad, India
Summary
AI/ML Engineer with hands-on experience building production systems across Generative AI, RAG pipelines, multi-agent LLM workflows, computer vision and speech models. I ship end-to-end — from data pipelines and model fine-tuning to REST APIs and full-stack integration — with a bias for real-world problems and current advances in NLP and Generative AI.
Experience
AI / ML Engineer · Delta Cubes Pvt Ltd
2024 — Present · Hyderabad
- Developed an AI-driven Recruitment Management System (RMS) automating candidate sourcing, resume parsing and job–candidate matching with OpenAI APIs and Python.
- Designed LLM-based resume understanding and intelligent candidate recommendation pipelines.
- Built RESTful backend APIs integrating AI services into end-to-end hiring workflows (Node.js + Express, PostgreSQL).
- Created multi-agent AI research tools using CrewAI and LangChain for automated data retrieval and summarisation.
- Owned Git, CI/CD and cloud deployment for production-ready delivery.
AI Intern — Facial Recommendation System · Infosys
2023 · Virtual
- Built a computer-vision facial recognition and recommendation system with Python and OpenCV.
- Developed preprocessing and deep-learning feature-extraction pipelines for face embeddings.
- Exposed ML models via REST APIs and integrated them with a web UI for demonstration.
Education
B.Tech — Computer Science & Engineering · Bharath Institute of Higher Education and Research, Chennai
Graduated Apr 2025
Skills
Languages: Python, JavaScript, SQL
ML & AI: Machine Learning, Deep Learning, Generative AI, RAG, Multi-Agent Systems, Prompt Engineering
Libraries: PyTorch, TensorFlow, Scikit-learn, OpenCV, NumPy, Pandas, Matplotlib
AI Tooling: OpenAI API, LangChain, CrewAI, ChromaDB, GPT-4
NLP & CV: Natural Language Processing, Computer Vision, Speech Emotion Recognition (CNN+LSTM)
Data & Backend: PostgreSQL, REST APIs, Node.js + Express, React.js, Streamlit
DevOps & Cloud: Git, GitHub, CI/CD, Docker, AWS (basic)
Foundations: Data Structures & Algorithms, Statistics, Probability, Linear Algebra