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Manoj-dj/README.md


About Me

I am a IT student at VIT with a strong focus on Machine Learning, Deep Learning, and MLOps.
I specialize in building end-to-end AI systems — from model training to deployment and monitoring. I have hands-on experience developing RAG pipelines, YOLO-based computer vision systems, and scalable backend APIs.
My work emphasizes production-grade engineering, reproducibility, and real-world applicability. I aim to bridge the gap between research and deployment by building efficient, scalable, and intelligent systems.


Technical Stack

Languages


ML / DL / AI


Cloud & MLOps


Databases


Web Development


Developer Tools


Achievements

  • Secured 3rd place in Code Cubicle 5.0 at Microsoft Office, Bangalore (3500+ participants)
  • Runner-Up in NeuroHack organized by IIT Madras (1000+ participants)

Connect


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  1. ContractIQ ContractIQ Public

    AI-powered contract clause extraction and risk assessment system with conversational QA

    Python 1

  2. predictive-maintenance-platform predictive-maintenance-platform Public

    Enterprise-grade Full Stack Machine Predictive Maintenance Platform with Django, Django REST Framework, Machine Learning, MLOps, JWT Authentication, Role-Based Access Control, Interactive Dashboard…

    JavaScript

  3. ShopEasy-Customer-Marketing-Analytics ShopEasy-Customer-Marketing-Analytics Public

    End-to-end marketing analytics case study: AWS S3 → Snowflake ETL/ELT → RoBERTa-based sentiment NLP → 7-page Power BI dashboard delivering data-driven conversion, engagement, and CX recommendations.

    Jupyter Notebook

  4. Large-Scale-Software-Log-Pattern-Mining Large-Scale-Software-Log-Pattern-Mining Public

    This framework uses Apache Kafka, Spark, and HDFS to analyze massive log streams in real-time. By cleaning and normalizing data for frequent pattern mining and clustering, it transforms raw logs in…

    Python

  5. Trademarkia-Semantic-Search Trademarkia-Semantic-Search Public

    Lightweight semantic search system over 20 Newsgroups corpus — fuzzy GMM clustering, cluster-partitioned semantic cache (built from first principles), FAISS vector retrieval, FastAPI service.

    Python

  6. TruthLens_Fake-News-Detection-System TruthLens_Fake-News-Detection-System Public

    Python