A Cadet by nature and a Data Scientist by passion, tech enthusiast, open source contributor
(https://github.com/p1halani), tech blogger, motivator
and mentor for those who want to learn programming, Data Science, development and recent technologies.
I love to explore how a MACHINE is LEARNING and how can I use my adaptive problem-solving skills to help those
ARTIFICAL brains boost their INTELLIGENCE.And yes, if you own a STARTUP or if you are HIRING, let's connect.
I love contributing to the success of these rising champions aka the startups! Keep reading below.
Why I love working for Startups ?
Because Startups act like a catalyst for me to experiment with a lot of DATA as a SCIENTIST, a lot of ENGINEERING
with AI, ML; while I am still an undergraduate student studying COMPUTER SCIENCE from 2017-2021.✨Though Corporates are sweet spot for me too.
Where do I fit in for you?
You need proof from me for that. And as everything is DATA in 2020 ... You need a person who can extract what Data speaks! Well, lucky, you found me.
I am really good in playing with data, you know!
✨ BONUS : I make machines intelligent with my EXPERIENCE as an INTERN.
I love my crazy lifestyle, and I love my hard discipline.
Let's talk ML, AI, Data Science, DL, Python 🏆 Catch me @ Hackathons, Internships 🏆
Indian Institute Of Information Technology Guwahati
Computer Science And Engineering
CGPA: 8.56 (Till 5th Sem)
PACE Junior Science College
Mumbai
State Board
Percentage : 75.3%
April 2015 - April 2017
St. Teresa's Convent English Medium School
Jalgaon
State Board
Percentage : 92.4%
Till April 2015
Played a major role in migration of data from AWS S3 bucket to RDS. Led a team and created a backbone for KonfHub system for introducing OOPs in backend. In production. Implemented pagination for benchmarking the request latency.
Worked with Dr. Srinibas Swain (associate professor at IIIT Guwahati) on the firefighter problem.
Worked on Food Safety and Hygiene Management System, where we designed and deployed the full stack to add and edit Automatic objects detection and also ensure social distancing.
Mentoring students for preparation of ICPC. Held and Monitored a Coding Competition ”CODE IIITG 1.2” on Hackerearth.
Supervised by Dr. Sriparna Saha, submitted a research paper in JBHI titled: A Multi-modal Approach for Protein Function Prediction utilizing Protein Sequence and Structure.
Tracking and Tracing of Fake News
Developing an end to end Plugin and UI to detect fake news and build a customizable Database. Generate our own Fake News Dataset and make it open source.
Technology Stack
FrontEnd - HTML/CSS, React
BackEnd - Python, MySQL, Tensorflow
Project Link :
parametric_optimization
Mobile based Smart Irrigation Assistant
Developed an application for assisting farmer with the timing and the quantity of irrigation. Help with a chatbot. Developed a device named ’IRRIG’ for fetching soil moisture and humidity using sensors and nodeMCU. Dynamic Schedule was sent to the application along with a notification pertaining to sudden change in schedule.
Parametric Optimization on Graphs
Worked with Srinibas Swain (assistant professor at IIIT Guwahati) and accomplished a 3.66 approximation algorithm for computing a MLST of chordal graphs using perfect elimination ordering. We also created a repository of all MLST for all unlabelled connected graphs with order up to 8.
Technology Stack
BackEnd - C++Project Link :
Movie Recommendation Service
Recommendation Systems Project
Developed a movie recommender service by collaborative filering using Low Rank Matrix Factorization on MovieLens Dataset.
Technology Stack
BackEnd - Python, Keras
Project Link :
movie-recommender
Deep Convolutional GANs
Deep Learning Project
Implemented DCGAN Network for generating Images of MNIST and KMNIST Dataset.
Future Scope : Combination of single image super resolution and digital Inpainting algorithms based on GANS for robust image completion.
Technology Stack
BackEnd - Python, Pytorch
Project Link :
Maze Solver
OpenCV Project
Maze Solver Game : Give an image of a maze and it will find the path. Breadth First Search was used to solve it.
Technology Stack
BackEnd - Python, OpenCV
Project Link :
BERT on IMDB Dataset
NLP Project
Sentiment analysis on IMDB Dataset from Kaggle using current state-of-the-art method i.e. BERT.
Technology Stack
BackEnd - Python, Pytorch
Project Link :
Amazon Food Reviews
NLP Project
Sentiment analysis on Amazon Food Review Dataset from Kaggle using 3 different methods.
1)LSTM 2)Word2Vec 3) RNN
Technology Stack
BackEnd - Python, Keras, Tensorflow
Project Link :
Classification of Medical Images
Efficiently classify medical images using some segmentation models like Cascaded V-net, U-net, FCN, Mask-RCNN, Auto-DeepLab + CRF
Technology Stack
BackEnd - Keras, Python
Project Link :
Read More...
Credit Card Fraud Detection
EDA on highly unbalanced dataset, the positive class (frauds) account for 0.172%. Used anomaly-detection, t-SNE, SMOTE, Correlation between features. It achieved an F1-score of about 99.9%
Skills Used :
python,imbalanced-learn,scikit-learn,seaborn,pandas,matplotlib,kerasProject Link :
Individual household electric power consumption
Major task was to find a short term forecast on electricity consumption of a single home. Practiced my skills in EDA, data visualization, clustering and regression modelling techniques.
Skills Used :
keras,scikit-learn,python
Project Link :
Airbnb data EDA and Visualization
Analyze the latest Airbnb data publicly available for Seattle, to perform sentiment analysis of the reviews for their customers and to understands main factors responsible for the prise of Airbnb apartments.
Skills Used :
python,scikit-learn,geopy,eli5,joblibProject Link :
Yuvaan Technical Meet
Code Thrill 2.0
Code Thrill 3.0
Code Gladiators
Selected as a Finalist
Smart India Hackathon
Among Top 4 finalist which will be held in July 2020
ACM ICPC
Selected for onsite round at Amritapuri in 2019
CodeChef
Reached To Eliminator in CodeChef SnackDown(2019) 4-star At CodeChef
Other Coding Competitions
FB HackerCup : Reached 2nd Round of HackerCup Google CodeJam : Participation in 2019 Kickstart : Participation in 2020
Plot No. 11, Flat No. 6, Gurukul Colony, Ganesh Appt., In M.I.D.C., Jalgaon-425003