About

Turning data into decisions.

Manideep Reddy — AI / ML Engineer

I'm Manideep — an AI/ML & Full-Stack Engineerspecialising in Generative AI, LLMs, RAG pipelines, and multi-agent systems. I build end-to-end: from data pipelines and model fine-tuning to REST APIs and production React frontends.

At Delta Cubes I designed and shipped an AI-powered Recruitment Management System with OpenAI, Node.js/Express, and PostgreSQL — cutting recruiter screening time by ~70% with explainable LLM matching. Alongside that I've built multi-agent research crews with CrewAI + LangChain, and computer-vision / speech DL systems in PyTorch.

My stack: Python, FastAPI, React, TypeScript, Node.js, PostgreSQL, OpenAI, LangChain, CrewAI, AWS. I care about measurable outcomes, clean APIs, and shipping systems recruiters and users actually reach for.

LinkedIn ↗GitHub ↗Email ↗

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.

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

Python logoPythonPyTorch logoPyTorchTensorFlow logoTensorFlowHugging Face logoHugging FaceLangChain logoLangChainOpenAI logoOpenAIscikit-learn logoscikit-learnPandas logoPandasNumPy logoNumPyDocker logoDockerAWS logoAWSGoogle Cloud logoGoogle CloudFastAPI logoFastAPIPostgreSQL logoPostgreSQLReact logoReactNode.js logoNode.jsGitHub logoGitHubPython logoPythonPyTorch logoPyTorchTensorFlow logoTensorFlowHugging Face logoHugging FaceLangChain logoLangChainOpenAI logoOpenAIscikit-learn logoscikit-learnPandas logoPandasNumPy logoNumPyDocker logoDockerAWS logoAWSGoogle Cloud logoGoogle CloudFastAPI logoFastAPIPostgreSQL logoPostgreSQLReact logoReactNode.js logoNode.jsGitHub logoGitHub

Education

B.Tech — Computer Science & Engineering

Bharath Institute of Higher Education and Research, Chennai

Graduated Apr 2025