AI Developer

    Engineering production grade AI systems, agentic workflows, and intelligent automation that solves real problems.

    Resume
    Manik - AI Developer

    Hi, I'm Manik Manavenddra M — AI Engineer. Building production ready AI systems.|

    I architect and build AI systems that work in the real world. From prototype to production, I focus on creating intelligent solutions that are reliable, scalable, and genuinely useful. My work spans Generative AI, Agentic AI, MLOps, AIOps, Retrieval Augmented Generation, custom Large Language Models and Vision Language Models applications, and end-to-end ML pipelines.

    Ultimately, I'm just a builder who loves making complex tech feel simple for the end user.

    Experience

    Ascentium

    AI Developer

    June 2026 – Present

    Developing enterprise-grade AI architectures for automated business document processing, classification, and deep semantic analysis.

    PythonPyTorchLangChainLlamaIndexOCRHugging FaceFastAPIDockerAzure

    PhobosQ

    Agentic AI Intern (Call Analytics)

    Dec 2025 – Mar 2026

    Built real-time call analytics supporting 12+ Indic Languages using stream processing, speech AI, and NLP pipelines.

    VoIPPBXSpeech to TextKafkaTensorFlowPostgreSQLFastAPIDocker

    RD Technology

    Machine Learning Intern

    Dec 2024 – Jan 2025

    Trained and optimized ML models for classification and regression, deployed as FastAPI endpoints bridging research and production.

    PythonTensorFlowKerasScikit-learnPandasNumPySQLFastAPIGitDocker

    Projects

    .ink
    PRJ.004

    .ink

    ReactTypeScriptSupabase

    Productivity and note-taking system that synthesizes knowledge into handwritten notes.

    ONLINE
    Git2Doc
    PRJ.002

    Git2Doc

    TypeScriptNode.jsGithubTools

    Developer tool for automated documentation generation and architecture visualization.

    ONLINE
    Agentic Market Intelligence
    PRJ.001

    Agentic Market Intelligence

    PythonLangChainPostgreSQL

    Autonomous, production-grade system for proactive market intelligence.

    ONLINE
    VATA
    PRJ.003

    VATA

    PythonDSPyManim

    Education-based automation tool that generates Explanatory animations from documents.

    ONLINE
    HireAI
    PRJ.005

    HireAI

    PythonFastAPIReact

    HR recruitment automation system for candidate screening and interviews.

    ONLINE

    Skills & Tools

    The technologies I work with daily to build production AI systems.

    Languages

    PythonSQLRust

    Frameworks

    PyTorchLangChainAgnoFastAPI

    NLP & LLMs

    TransformersMultimodal LLMsDiffusion ModelsTTS & STTtext2sql

    Databases & Vector Search

    QdrantPGVectorRedisPostgreSQL

    Model Optimization

    QuantizationQLoRAKV CachingDistillation

    MLOps & Tools

    DockerONNX RuntimeCI/CD (GitHub Actions)
    2
    Years Experience
    5+
    Projects Shipped
    15+
    AI Systems Built
    6+
    Languages