Skip to content
View nsakalkale's full-sized avatar
🎯
Focusing
🎯
Focusing
0 followers · 1 following

Block or report nsakalkale

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 supported. This note will be visible to only you.
Report abuse

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

Report abuse
nsakalkale/README.md

Typing SVG



github contribution grid snake animation



PROFESSIONAL OVERVIEW

Academic Excellence

Integrated M.Tech in Computer Science
Vellore Institute of Technology, Vellore

CGPA: 9.10 / 10.0
Semester: 7th (Ongoing)
Graduation: 2027
Specialization: Core CSE

Previous Education

12th Grade: 92.2% (O.P. Jindal School)
10th Grade: 93.8% (O.P. Jindal School)
Year: 2022

Industry Experience

Full Stack & AI/ML Industrial Intern
Jindal Steel and Power Limited

Duration: Jun 2024 - Jul 2024
Location: Raigarh, Chhattisgarh

Key Contributions

  • Computer Vision PPE Detection System
  • OCR Document Verification Workflows
  • Real-time React Operational Dashboards
  • Production ML Model Integration

TECHNOLOGY STACK

Core Programming

C++
C++ 		Python
Python 		Java
Java 		C
C 		SQL
SQL

Web Technologies

React
React.js 		Node.js
Node.js 		HTML5
HTML5 		CSS3
CSS3

Data & Tools

MySQL
MySQL 		MongoDB
MongoDB 		GitHub
GitHub 		Git
Git 		Postman
Postman 		Linux
Linux

GITHUB ANALYTICS

GitHub Stats Top Languages

GitHub Streak



Activity Graph



GitHub Trophies

ACHIEVEMENTS & RECOGNITION

Hackathon Champion

Code4Change 2024
Yantra - VIT Vellore

Hackathon Champion

AgriHack 2025
VIT Vellore

Published Researcher

MPAGS - IEEE Conference
ICOIICS, Nepal

RESEARCH PUBLICATION

Multi-Phase Adaptive Grid Search (MPAGS)

Conference: ICOIICS, Nepal | Status: Published (Pending IEEE Xplore Indexing)

Authors

1. Nimish Sakalkale (First Author)
2. Vaibhavi Pandey
3. Dr. S. Ranjithkumar

Research Domain

Machine Learning
Hyperparameter Optimization
Algorithm Design

Key Innovation

Phased, time-budgeted hyperparameter optimization framework using adaptive grid refinement and multi-fidelity evaluation.

Impact Metrics

Performance: 94% reduction in search time
Comparison: Outperforms Grid Search & Random Search
Applications: AutoML, Model Tuning

PROJECT PORTFOLIO

Command-Line AI Agent

Automated Task Execution System

const project = {
  type: "CLI Automation Tool",
  stack: ["Python", "NLP", "CLI"],
  features: [
    "Natural language to system commands",
    "Safety validation checks",
    "Interactive feedback system",
    "Workflow automation"
  ],
  impact: "Reduced manual effort by automating repetitive tasks"
};

DeepClean: Dataset Intelligence

Adaptive Preprocessing Engine

const project = {
  type: "ML Pipeline",
  stack: ["Python", "Scikit-learn", "AutoML"],
  features: [
    "Semantic-aware preprocessing",
    "AutoML benchmarking",
    "Data leakage prevention",
    "Before/after metrics (Accuracy, R²)"
  ],
  impact: "Significantly reduced data quality issues"
};

JunkIn Food Ordering Platform

Full-Stack Web Application

const project = {
  type: "Web Application",
  stack: ["React.js", "Node.js", "MongoDB"],
  features: [
    "Table-side digital ordering",
    "Real-time order tracking",
    "Restaurant management",
    "Payment integration"
  ],
  impact: "Reduced order turnaround time"
};

MPAGS Research Implementation

Hyperparameter Optimization Framework

const project = {
  type: "Research Project",
  stack: ["Python", "NumPy", "ML Algorithms"],
  features: [
    "Adaptive grid refinement",
    "Multi-fidelity evaluation",
    "Time-budgeted optimization",
    "Benchmark comparisons"
  ],
  achievement: "94% faster than traditional methods"
};

SKILL MATRIX

Programming Languages

  • C
  • C++
  • Python
  • Java
  • SQL

Web Development

  • React.js
  • Node.js
  • REST APIs
  • HTML
  • CSS

Databases

  • MySQL
  • MongoDB
  • Database Design
  • Query Optimization

Tools & Platforms

  • Git & GitHub
  • Linux CLI
  • Postman
  • VS Code

Core Computer Science

  • Data Structures & Algorithms
  • Object-Oriented Programming
  • Operating Systems
  • Database Management Systems

Machine Learning & AI

  • Data Preprocessing
  • Feature Engineering
  • Model Evaluation
  • Neural Networks
  • Computer Vision
  • OCR Systems

CONTRIBUTION TIMELINE

Contribution Timeline



Repos Per Language Most Commit Language
Stats Productive Time

CONNECT

Email
nimishsakalkale.work@gmail.com

LinkedIn
Professional Network

Phone
+91 7389008731

Location: Raigarh, Chhattisgarh, India
Current Status: M.Tech Student (Expected Graduation: 2027)
Availability: Open to opportunities



Footer



Last Updated: 2025

Popular repositories Loading

  1. insignia insignia Public

    JavaScript

  2. SLLS SLLS Public

    Python

  3. edusphere edusphere Public

    JavaScript

  4. sportspire sportspire Public

    JavaScript

  5. junkin junkin Public

    JavaScript

  6. hotelbooking hotelbooking Public

    JavaScript