Rama Kumari Konchada

About

AI/ML undergraduate focused on applied machine learning and computer vision, with hands-on experience building end-to-end ML systems from data pipelines and model training to deployed applications. Strong foundation in Python, Java, and modern ML workflows through projects, hackathons, and technical training.

Education

• 2028 MR
  B.Tech

  Malla Reddy Engineering College (Autonomous)

  Computer Science & Engineering (AI & ML) · 2024 – 2028

  Computer Science & Engineering (AI & ML) · 2024 – 2028
• 2024 NJ
  Class XII

  Narayana Junior College

  2024
• 2022 RH
  Class X

  Rosary High School

  2022

Skills

Tools / apps / platforms

Projects

• Real-Time Smoke Detection System
  Python, YOLOv8, OpenCV, Computer Vision

  Real-time smoke-detection pipeline for live camera feeds and uploaded video for early fire-safety warning. Designed smoke-event identification and people-count estimation to support safety monitoring and evacuation response.

• Crime Analysis & Prediction System
  Python, Flask, Random Forest, Pandas, Scikit-learn

  ML-powered crime analysis system using historical crime data to identify patterns by area, time, and category. Trained a Random Forest classifier and built a Flask backend serving predictions and analytics in real time.

• EVISION — EV Charging Station Recommendation System ↗
  Python, Streamlit, Machine Learning, Data Analysis, Leaflet

  Multi-page application for EV charging-station recommendation and analysis across India, covering EV registrations and charging stations across multiple states and cities. Built a recommendation and analytics engine with an ML forecasting model, search, scoring, analytics, maps, and downloadable reports.

Courses & certifications

• Innovating with Google Cloud AI · Google Cloud Skills Boost · 2026
• Tata Data Visualisation Job Simulation · Forage · 2026
• AWS Solutions Architecture Job Simulation · Forage · 2026
• AWS Academy Graduate — ML Foundations Training Badge · AWS Academy · 2026
• Microsoft Azure coursework · Microsoft

🏆 Achievements & awards

• Top 30 in 36-hour hackathon

  Reached Top 30 among 1200+ participants and served as Team Lead.

• Smart India Hackathon selection

  Selected at the college level for Smart India Hackathon (SIH).

• LeetCode 100 Days Badge 2026 · 2026

  Solved 300+ LeetCode problems and earned the 100 Days Badge.

⚽ Extracurricular activities

• Team Lead

  Served as team lead in a 36-hour hackathon.

• Hackathon Participant

  Participated in multiple hackathons, technical competitions, and innovation-focused events.