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.
- 🎓 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)
- 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)
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
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
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
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
- ⚡ 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.
- 💼 LinkedIn: Mohana Venkata Krishna
- 📧 Email: kunchalamohank@gmail.com