Parth Halani

(+** ) **-****-**** ada1dv@r.postjobfree.com p1halani p1halani

Extensively exploring the domains of Natural Language Understanding, Information retrieval, AI for Networked Social Systems, A Graph based approaches for NLP, Heuristic approaches for Language Learning Tasks and Structured Data Mining. Education

Indian Institute of Information Technology, Guwahati Guwahati, India B.TECH. IN COMPUTER SCIENCE AND ENGINEERING Aug. 2019 - PRESENT

• CPI : 8.57/10

PACE Junior Science College, Andheri Mumbai, India HIGHER SECONDARY EDUCATION July 2015 - May 2017

• Percentage : 75.3

St. Teresa’s Convent English Medium Higher Secondary School Jalgaon, India SECONDARY EDUCATION June 2015

• Percentage : 92.4

Skills

Programming Python, C/C++, OOPS, JAVA, GNU Octave, LaTeX, Bash Web Node.JS, SQL, HTML5, RestAPIs, AWS, DynamoDB

Interests NLP, Deep Learning, Computer Vision, Open Source Projects Frameworks Pytorch, Tensorflow, Django with Python, Hadoop Experience

Indian Institute of Technology, Patna Patna, India DEEP LEARNING RESEARCH INTERN May 2019 - July 2019

• SupervisedbyDr. Sriparna Saha, submitted a research paper in Scientific Reports titled: A Multi-modal Approach for Protein Function Prediction utilizing Protein Sequence and Structure

• Implemented a Multi-modal Approach for Protein Function Prediction utilizing Protein Sequence and Structure.

• Results shows that the overall performance of the proposed method is better than the state-of-the-art methods.

• Our model attains an average 13.05% and 30.87% improvements over best existing comparing approach for cellular component and molecular functions.

Projects

Mobile based Smart Irrigation Assistant to provide irrigation schedule India CORE TEAM MEMBER OF SIH 2019, HARDWARE EDITION Jan. 2019 - July 2019

• 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. Cloud used for further data processing, bigger computations used Firebase.

• Dynamic Schedule was sent to the application along with a notification pertaining to sudden change in schedule. Multi-label Classification of PPI(protein-protein interaction) on 2D and 3D voxel images using Deep Learning Models

India

UNDER THE GUIDANCE OF DR. SRIPARNA SAHA(ASSOCIATE PROFESSOR) MAY 2019

• Used a neuro-symbolic hierarchical classification model, which resembles the structure of Gene Ontology (GO), for effectively pre- dicting the dependent protein functions.

• Prepared a Dataset of 2D and 3D voxel weighted images of protein structures from UniPort website.

• Implemented three models(CNN-3D, CNN-2D, and Capsule Network-2D) to classify the Multi-label Dataset. NOVEMBER 8, 2019 PARTH HALANI · RÉSUMÉ 1

Implement a Database for an automobile company India UNDER THE GUIDANCE OF RADHIKA SUKAPURAM March 2019

• Constructed E-R diagram representing the conceptual design of the database. Redundancies removed using the same.

• Designed an interface for the database administrator, marketing and online customers. Simulating Satellite Communication using Socket Programming India UNDER THE GUIDANCE OF DR. SUBHASISHDHAL Nov. 2018

• Generating and representing transmission impairments like attenuation, impulse noise for data transmission among five computers.

• Generating Gaussian Noise in the transmission process in analog format and finding the error percentage. Minor Projects India

Oct. 2018

• Maze Solver Game : Give an image of a maze and it will find the path. Breadth First Search was used to solve it.

• Amazon Fine reviews : Designed 3 models to perform sentiment analysis.

• IMDB reviews : BERT Embedding for sentiment analysis.

• Collaborative Filtering Based Recommender Systems using Low Rank Matrix Factorization on User and Movie Embeddings.

• Designed an application to collect data of motion sensor. Further some Data Analytics and Machine Learning Model will be imple- mented.

Honors & Awards

DOMESTIC

2019 Among Top 250, Selected for regionals in ICPC 2019 India 2019 2nd Place, Smart India Hackathon(SIH) India

2019 Finalist, Code Gladiators India

2019 2nd Place, IIITG Yuvaan Code Thrill 3.0 Coding Competition. Guwahati, Assam 2018 1st Place, IIITG Yuvaan Code Thrill 2.0 Coding Competition. Guwahati, Assam Extracurricular Activity

Programming Club, IIIT Guwahati Guwahati, India

CLUB COORDINATOR AUG. 2019 - PRESENT

• Teaching and Mentoring students for preparation of ICPC and Web Development.

• Spread awareness among students for open source contributions.

• Held and Monitored a Coding Competition ”CODE IIITG 1.2” on Hackerearth Mozfest’19 Volunteer Guwahati, India

MOZILLA OCT. 2019 - PRESENT

References

• References are available on request.

NOVEMBER 8, 2019 PARTH HALANI · RÉSUMÉ 2

Contact this candidate