Subham Neogi

B.Tech Undergrad at IIEST Shibpur · Department of Computer Science and Technology · 2018 - 2022 · neogisubham2000@gmail.com

A self-motivated, hardworking graduate student in Computer Science & Technology.I have profound knowledge of algorithms, data structures, OOP, data analytics and ML. Reach me at neogisubham2000@gmail.com or any of the links below.

Education

Indian Institute of Engineering Science and Technology (IIEST) Shibpur

Bachelor of Technology
Computer Science and Technology · 3rd Year

CGPA: 9.63 (4th Semester)

July 2018 - July 2022

Vivekananda Mission School

Senior Secondary (Class XII) ISC Board

Percentage: 96.75

2017 - 2018

Vivekananda Mission School

Secondary (Class X) ICSE Board

Percentage: 97.80

2015 - 2016

Skills

Programming Languages & Tools
Other tools and skills
  • Data Science, Machine Learning and Artificial Intelligence (including CNN,RNN, Deep Q-Learning)
  • Frameworks like Tensorflow 2.0, Keras, Scikit-Learn
  • Web Development (MERN Stack)
  • Functional Programming in Haskell and Lisp
  • Design Patterns
  • SQL

Projects

Microsoft ENGAGE - The Mars Colonization Program

AI, Search Algorithms and Game Theory
Mentorship program organized by Microsoft.
Program Website Project GitHub Repository
Using Minimax algorithm to build an unbeatable Tic Tac Toe game powered by AI.
Heroku Deployed Web App
June 2020 - July 2020

RECOGNIZING MASKED FACES USING Single Shot Detectors (SSD) and CNN

AI, Face Recognition, SSD and CNN
Project GitHub Repository
Using the pretrained OpenCV’s deep learning face detector which is based on the Single Shot Detector (SSD) framework with a ResNet base network and CNN + Binary Classifier trained on RMFD dataset, the program identifies whether people are wearing a mask.
June 2020 - July 2020

BLINK - Detecting Social Distancing Violations using AI (Ongoing)

AI, YOLOv3, Object Detection, Image Processing
A BLINK organized project to detect violations of social distancing practices in a crowd.
July 2020 - Present

Efficient Traffic Management via Reinforcement Learning

Reinforcement Learning
Traffic Management using Deep Q-Learning in SUMO environment using TraCI and Tensorflow in python3 done as a part of course CS371
July 2019 - December 2019

Game Development - Pong Using Processing 3.5

Game Development
Project GitHub Repository
Pong made using Processing 3.5.3 (in Java) Additional Libraries - Sound (by The Processing Foundation)
June 2019

Certifications

Graph Search, Shortest Paths, And Data Structures

By Stanford University
Mode: Online · Coursera
Verification Link
Credential ID: 62V54MYWWQRJ
The primary topics in this part of the specialization are: data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search, connectivity, shortest paths), and their applications (ranging from deduplication to social network analysis).
February 2020

Divide And Conquer, Sorting And Searching, And Randomized Algorithms

By Stanford University
Mode: Online · Coursera
Verification Link
Credential ID: PJZUJVZSNEKN
The primary topics in this part of the specialization are: asymptotic ("Big-oh") notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and randomized algorithms (QuickSort, contraction algorithm for min cuts).
February 2020

Practical Machine Learning with Tensorflow

By Google, IITM
Mode: Online · NPTEL
Verification Link
Credential ID: NPTEL19CS81S31651272
Practical Machine Learning with Tensorflow - the course dealed with ANN,CNN,RNN,Transfer Learning and their implementations in Tensorflow 2.0
December 2019

Internshala Trainings Data Science

By Analytics Vidhya
Mode: Online · Internshala
Verification Link
Credential ID: 97392145-36C7-134B-6296-218B3ECF2BAF
The course outlined the basics of statistics,data analysis techniques and machine learning principles.
July 2019

Machine Learning, ML

By KTH Royal Institute of Technology
Mode: Online · NPTEL
Verification Link
Credential ID: NPTEL19CS35S51630950
The course detailed upon the theoretical explanations of clustering algorithms,decision trees,Markov chains,Neural Networks and Convolutional Neural Networks.
April 2019

Competitions

  •  Access Denied 2018 - Third Place

    Verification Link

    Obtained third position in Acces Denied, a CTF Cybersecurity competition organized By Instruo 2018 10th Edition (IIEST Shibpur's Technical Fest).

  •  picoCTF 2018 - Top Performer

    picoCTF is a global jeopardy CTF style competition organized by Carnegie Mellon University. It requires skills and knowledge in Forensics, Reverse Engineering, Cryptograpgy, Web Exploitation and Binary Exploitation. Our team d4rks0c1ety ranked 252 out of 10583 participating teams.

Workshops

Build Your AI Product Workshop

By COENSOBEC, Data Sutram, US Consulate General Kolkata
Verification Link
A workshop on building AI Products conducted by COENSOBEC in association with startup Data Sutram and organized by US Consulate General, Kolkata as a part of the Catch Them Young initiative.
January 2019

MTA Ethical Hacking Workshop

By Instruo 2018 and Microsoft Technology Associate
Verification Link
Ethical Hacking Workshop organized by Instruo 2018, IIEST Shibpur in association with Microsoft.
September 2018

Interests

    · Software Development

    · Data Analytics and Machine Learning

    · Web Development

    · Computer Networks and Security