Skip to content
View KrishDataLab's full-sized avatar
🎯
Focusing
🎯
Focusing
1 follower · 10 following

Block or report KrishDataLab

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
krishdatalab/README.md

Hi there, I'm Mohana Venkata Krishna 👋

AI/ML Engineer specializing in Computer Vision, NLP, and building end-to-end Machine Learning pipelines—moving beyond notebooks into deployed systems. Final-year B.Tech CSE (AI) student at Amrita Vishwa Vidyapeetham.

🚀 About Me

  • 🎓 Education: B.Tech in Computer Science & Engineering (AI) @ Amrita Vishwa Vidyapeetham (2023 – 2027)
  • 💼 Focus: Computer Vision, Natural Language Processing, MLOps, Data Analytics, and Big Data Systems
  • 🛠️ Approach: Building scalable ML workflows from raw data collection to working model deployment
  • 📍 Looking for: AI/ML Engineer, Data Scientist, or Machine Learning roles (On-site, Hybrid, Remote across India)

🛠️ Tech Stack & Tools

  • Languages: Python, SQL, C/C++
  • Frameworks & Libraries: PyTorch, TensorFlow, Keras, OpenCV, YOLOv8, Hugging Face Transformers (BERT), Pandas, Scikit-learn
  • Big Data & Analytics: Apache Spark, Power BI, Microsoft Excel
  • Databases & Infrastructure: PostgreSQL, Supabase, Git, Model Context Protocol (MCP)

📌 Featured Projects

🚗 [Car Insurance Damage Detection]

An end-to-end YOLOv8 object detection pipeline to automatically detect and classify vehicle damage from images, streamlining manual inspection for insurers.

  • Tech Stack: Python, PyTorch, YOLOv8, OpenCV

🔍 [Image-Text Retrieval System]

Combines OCR with BERT embeddings for semantic document search, allowing natural language queries to match scanned documents by contextual meaning rather than exact keywords.

  • Tech Stack: Python, BERT, PyTorch, OCR, OpenCV

📊 [Sentiment Analysis of Customer Support Tweets (Big Data)]

Analyzes customer support feedback at scale using distributed processing. Classifies sentiment (positive, negative, neutral) and calculates prediction reliability scores.

  • Tech Stack: Apache Spark, Python, Big Data Analytics, Power BI

🛡️ [Fake News Classifier]

A hybrid Markov Chain + BERT model designed to detect misinformation by capturing both statistical text patterns and deep contextual meaning.

  • Tech Stack: Python, BERT, NLP, Scikit-learn

🏆 Hackathons & Certifications

  • ⚡ Enterprise AI & Workflow Automation Hackathon: Built Sentinel Gateway (MCP zero-trust gateway detecting tool-poisoning/metadata drift in real time) with Team Nebula Ninjas.
  • 🚀 NitroStack MCP to the Moon Hackathon: Developed agentic workflows using MCP, Wekan, and NitroStack cloud infrastructure.
  • 📜 AlgoUniversity: Dynamic Programming Camp Participation Certificate.

📬 Connect with Me

Popular repositories Loading

  1. awesome-llm-inference awesome-llm-inference Public

    Forked from xlite-dev/Awesome-LLM-Inference

    📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉

    Python 1

  2. Amazon_Sales_Analysis Amazon_Sales_Analysis Public

    This repository contains my end-to-end data analytics projects using Excel. Each project focuses on real-world business problems, data cleaning, analysis, visualization, and clear communication of …

  3. krishdatalab-portfolio krishdatalab-portfolio Public

    KrishDataLab is my personal data analyst portfolio showcasing real-world projects in Excel, SQL, Python, Power BI, and Machine Learning. The site highlights my analytical skills, dashboards, insigh…

    HTML

  4. krishdatalab krishdatalab Public

  5. Sentiment-Analysis-of-Customer-Support-Tweets-Using-Big-Data-Analytics Sentiment-Analysis-of-Customer-Support-Tweets-Using-Big-Data-Analytics Public

    Python

  6. n8n-workflows n8n-workflows Public

    Forked from Zie619/n8n-workflows

    all of the workflows of n8n i could find (also from the site itself)

    Python