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Lalithkis/README.md

πŸš€ Lalith Kishore V S

AI Engineer | Machine Learning Specialist | Predictive Systems Architect

Designing intelligent systems for predictive analytics, equipment intelligence, and real-world AI deployment.


πŸ‘¨β€πŸ’» About Me

I am a passionate AI & Machine Learning Engineer specializing in building predictive intelligence systems using real-world sensor, market, and operational data.

I design end-to-end AI pipelines β€” from data ingestion and feature engineering to model training, deployment, and automation β€” focused on delivering business and operational impact.


πŸ† Key Achievements

  • πŸ₯‡ National Level Hackathon Champion β€” Winner of 1st Prize (β‚Ή30,000) in a 24-hour national hackathon
  • 🚁 AI Drone Engineer (Internship) β€” Built YOLOv8-based autonomous rescue drone with real-time telemetry
  • πŸ“Š Predictive Analytics Specialist β€” Built AI systems for fleet maintenance and agricultural price forecasting
  • πŸ” Cyber Intelligence Builder β€” Created OSINT automation dashboards for security intelligence

πŸ”¬ Core Expertise

  • Predictive Analytics & Forecasting
  • Time-Series Modeling (LSTM)
  • Computer Vision (YOLOv8, OpenCV)
  • Equipment Intelligence Systems
  • AI Automation & Intelligence Pipelines
  • MLOps & Model Deployment

πŸ› οΈ Tech Stack

Data & Analytics

  • Python, SQL, Pandas, NumPy, Excel
  • Feature Engineering, Time-Series Processing

Machine Learning

  • TensorFlow, scikit-learn
  • LSTM Forecasting Models
  • Predictive Modeling

Computer Vision

  • YOLOv8, OpenCV

Visualization

  • Tableau, Power BI, Matplotlib

Backend & Deployment

  • Flask, REST APIs
  • n8n Automation (AI Agents)

Cloud & Systems

  • Google Cloud
  • Linux, Git, GitHub

πŸš€ Featured Projects

πŸ”Ή Predictive Maintenance for Fleet Management (AI)

Built an LSTM-based forecasting system to predict equipment failures using sensor telemetry data, reducing downtime and improving maintenance planning.

πŸ”Ή Agricultural Commodity Price Prediction Platform

Developed an AI-powered decision support system using LSTM models trained on weather, market, and historical price data.

πŸ”Ή AI-Powered Autonomous Rescue Drone

Designed an AI-powered drone with YOLOv8-based person detection, GPS navigation, and real-time telemetry for disaster rescue missions.

πŸ”Ή N8N Security & Intelligence Dashboard

Built an automated OSINT intelligence pipeline for domain reconnaissance, asset detection, and security risk classification.


πŸ“ˆ GitHub Analytics


πŸ† GitHub Trophies


πŸŽ“ Education

B.E. Artificial Intelligence and Machine Learning
K.S. Rangasamy College of Technology
CGPA: 7.86 (2022 – 2026)


🌱 Currently Learning

  • MLOps & CI/CD for ML
  • Cloud AI Deployment
  • Edge AI Optimization
  • Scalable AI Architecture

πŸ’‘ Philosophy

"Turning real-world data into intelligent decisions."


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  1. Lalithkis Lalithkis Public

    Hello! I'm Lalith Kishore V S, an AIML student eager to utilize my training and skills in a responsible career opportunity. Passionate about problem-solving, I have a relentless drive for perfecti…