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kanth071/README.md
mission

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motto

Lakshmi Kanth Pulipaka

πŸ… Google BigCode Program Β β€’Β  πŸ’Ό 4+ Internships Β β€’Β  πŸš€ SparkTank Finalist Β β€’Β  πŸ”¬ Research Intern @ IIT Ropar Β β€’Β  🌐 Aspire Leaders Finalist Β β€’Β  πŸ“Š Summer Projects '26 @ IIT Guwahati




About Me

I'm a pre-final-year B.Tech in AI & ML student at Vishnu Institute of Technology (CGPA 8.78/10), currently a Research Intern at the VLED Lab, IIT Ropar, contributing to open-source AI/ML projects β€” alongside a graph-based ML project for large-scale relational data at IIT Guwahati. I like problems that involve a graph, a deadline, and a model that refuses to converge on the first try.

πŸ”΅ Β Building β€” deep learning & computer vision systems that ship, not just notebooks that run

🟒 Β Learning β€” MLOps, system design, scalable model deployment

🟣 Β Researching β€” graph-based ML for relational data @ IIT Guwahati

🟑 Β Open to β€” open-source AI/ML & data science collaborations

πŸ”΅ Β Need help with β€” scaling ML models for production

🟒 Β Ask me about β€” Computer Vision, Deep Learning, Graph Analytics, Python for ML

🟣 Β Currently β€” Pre-final-year B.Tech, AI & ML β€” CGPA 8.78/10

🟑 Β Fun fact β€” I'll happily burn an hour of compute for one extra point of accuracy


Snapshot

Role AI / ML Engineer
Institution Vishnu Institute of Technology
Year Pre-Final Year (3rd Year)
CGPA 8.78 / 10
Current Focus Summer Research Intern @ VLED Lab, IIT Ropar
Strength Squeezing one more % of accuracy out of any model
Recognition Google BigCode Program β€” selected for DSA & algorithmic problem-solving

Core Skills

Skill Proficiency Level
Python for ML β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ 95% Expert
Data Analysis / EDA β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ 95% Expert
Computer Vision β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘ 85% Advanced
Deep Learning β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘ 80% Advanced
DSA & Software Dev β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘ 80% Proficient

Skill Tree

Unlocked skills feed into the next tier β€” the frontier node is where I'm actively grinding XP right now.

flowchart TD
A[["Foundations<br/>Python Β· Math Β· DSA"]] --> B[["Core ML<br/>NumPy Β· Pandas Β· scikit-learn"]]
B --> C[["Deep Learning<br/>TensorFlow"]]
C --> D[["Computer Vision<br/>OpenCV Β· YOLOv8 Β· MediaPipe"]]
C --> E[["Applied Systems<br/>FastAPI Β· Streamlit Β· Power BI"]]
D --> F(("Open-Source Contributions<br/>VLED Lab, IIT Ropar"))
D --> I(("Graph-Based ML<br/>IIT Guwahati"))
E --> G(("MLOps & System Design<br/>in progress"))
F --> H{{"Production-Grade AI"}}
I --> H
G -.-> H

classDef unlocked fill:#4F8EF7,stroke:#0D1117,color:#0D1117,stroke-width:2px;
classDef mastered fill:#2EC4B6,stroke:#0D1117,color:#0D1117,stroke-width:2px;
classDef inprogress fill:#0D1117,stroke:#F4B740,color:#F4B740,stroke-width:2px,stroke-dasharray:4 3;
classDef frontier fill:#141B2D,stroke:#A78BFA,color:#A78BFA,stroke-width:3px;

class A,B unlocked;
class C,D,F mastered;
class E,G,I inprogress;
class H frontier;
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Tech Arsenal

Languages

ML & Data Science

Computer Vision Β  Β 

Backend & Deployment Β  Β 

Data Visualization Β  Β 

Cloud & Dev Tools


Journey

How the CGPA, the internships, and the research fellowship actually line up.

My Journey β€” 2024 Foundation, 2025 Breakthroughs, 2026 Now

Live Stats

profile views followers



total contributions 2026 contributions last 365 days

🐍 Contribution Snake

contribution snake

Featured Projects

Project Description Stack
Smoking Detection Computer-vision system that flags smoking activity in real time from camera feeds, built for public-space and campus compliance monitoring.

Brain Tumor Detection Deep-learning pipeline that classifies brain MRI scans to flag tumor regions, built to assist radiological screening workflows.

Campus Eye Real-time AI surveillance and campus monitoring dashboard for traffic-violation detection using YOLOv8, with automated event logging.

Onion Grading Computer-vision quality-grading system that classifies onions by size and surface defects to automate agricultural sorting.

Delivery ETA Optimization Graph-analytics logistics platform predicting delivery ETAs and detecting bottleneck hubs β€” 96%+ accuracy via Gradient Boosting, plus Dijkstra/A* route optimization and SLA breach monitoring.

Bed Prediction Hospital bed demand forecasting platform using XGBoost, Random Forest, and Prophet for ICU/ward/emergency forecasting β€” 90% average accuracy with a live occupancy dashboard.

Pin these repos on your profile for one-click access to source code, and swap the placeholder tech tags above for your exact stack where noted.


Let's Connect



Ready to collaborate on data-driven projects, AI/ML solutions, or research ideas? Let's turn raw data into real-world impact.


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Pinned Loading

  1. campus-ai-dashboar campus-ai-dashboar Public

    Forked from pulibharat/campus-ai-dashboard

    Python 1

  2. Smoking_detection Smoking_detection Public

    Python 1

  3. Brain_tumor_detection Brain_tumor_detection Public

    Python 3 1

  4. Optimizing-Delivery-ETAs-with-Graph-Based-Network-Intelligence Optimizing-Delivery-ETAs-with-Graph-Based-Network-Intelligence Public

    Python 3

  5. Onion_grading_system Onion_grading_system Public

    Dart 1

  6. Bed-prediction Bed-prediction Public

    Python 1