ManideepReddyAI/ML Engineer Portfolio

ML Engineer / Hyderabad, India

Building autonomous agents and deep learning systems that bridge raw data and human intuition.

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.5+

Years shipping ML systems across research and production.

.20+

Projects delivered — RAG, agents, vision, speech, MLOps.

.10k+

Users touched by models I've fine-tuned and deployed.

// Stack:PyTorchTensorFlowLangChainHugging FaceOpenAIAWS

Selected Projects

Archive [06]

Skills
Index

End-to-end AI/ML — from data pipelines to model fine-tuning to REST APIs.

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

Experience / 2024–2025

Timeline
  1. // Role2024 — Present

    AI / ML Engineer

    Delta Cubes Pvt Ltd

    • 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.
  2. // Role2023

    AI Intern — Facial Recommendation System

    Infosys

    • Built a computer-vision facial recognition and recommendation system with Python and OpenCV.
    • Developed preprocessing and deep-learning feature-extraction pipelines for face embeddings.
  3. // Project2024 — 2025

    Recruitment Management System

    Full-stack AI web app @ Delta Cubes

    • Built for Delta Cubes during my 2024–2025 AI/ML engineer role, this AI-powered recruitment platform helps recruiters screen hundreds of resumes in minutes, auto-match candidates to open roles with explainable LLM scoring, and shortlist top-fit talent from a single dashboard — cutting manual screening time by ~70% while keeping decisions transparent.
  4. // Project2024

    Multi-Agent Deep Research System

    LLM agents · CrewAI · OpenAI

    • An AI multi-agent system for automated web research, data retrieval and report generation. Built agent-collaboration workflows using LLM APIs and a tool-calling architecture; deployed on Windows and Linux.
  5. // Project2024

    YouTube Trend Analysis

    Multi-agent video insights

    • A tool that scrapes YouTube channels and uses multi-agent AI to identify key topics and trends. Shipped as a Streamlit web app for interactive trend visualisation.

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