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--- | |
personal: | |
name: Prashant Sinha | |
title: Developer | |
info: | |
homepage: https://noop.pw | |
github: https://github.com/prashnts | |
keybase: https://keybase.io/prashnts | |
email: prashant@noop.pw | |
mobile: '0769822836' | |
location: Paris, France | |
twitter: https://twitter.com/prashnts | |
cover: | | |
I am a software developer based in Paris. My work focuses on using programming, | |
mathematics, and design as tools to solve interesting and challenging problems. | |
My projects span a wide array of domains: Computer Vision, Machine Learning, | |
Data Visualisation, Web Applications, and Embedded systems. | |
experience: | |
- company: Partoo | |
location: Paris | |
dates: | |
from: '2021-06-28' | |
position: Full Stack Developer | |
website: https://www.partoo.co/en/ | |
description: | | |
As a developer at Partoo, I am currently working on integrating | |
Google Business Messaging to our app. | |
- company: Centre de Recherches Interdisciplinaires | |
location: Paris | |
dates: | |
from: '2018-10-08' | |
till: '2021-06-25' | |
position: Full Stack Developer | |
tags: | |
- Platform Developer | |
- UI/X Design | |
website: https://cri-paris.org | |
description: | | |
# WeLearn - A tool for collective learning | |
- Designed the core system architecture. | |
- Created a web visualisation of tags to facilitate navigation. | |
- Responsible for developing APIs for a Machine Learning model that classifies | |
webpages into Wikipedia Pages. | |
- Implemented Browser Extensions for Chrome and Firefox. | |
- Improved the UX and Design through a unified styling system and guidelines. | |
- company: Physique et Mécanique des Milieux Hétérogènes, ESPCI | |
location: Paris | |
dates: | |
from: '2018-05-22' | |
till: '2018-09-22' | |
position: Research Intern | |
tags: | |
- Hydrodynamics at micro scales | |
- Fluid Dynamics | |
- Theoretical Biophysics | |
website: https://www.pmmh.espci.fr | |
description: | | |
# Hydrodynamics of Super-Paramagnetic Micro-Beads | |
My work here was to capture the motion of the micro beads undergoing | |
attraction due to an external magnetic field. Based on this it is possible | |
to quantify hydrodynamic drag forces on the beads. | |
Using open source tools `trackpy` and `scikit-image`, I developed an | |
image processing pipeline to isolate, track, and calculate motion dynamics | |
from the frames. We reached an average frame rate of `~800 fps`. | |
- company: Laboratoire Jean Perrin, UPMC | |
location: Paris | |
dates: | |
from: '2018-01-22' | |
till: '2018-04-22' | |
position: Research Intern | |
tags: | |
- Theoretical Biophysics | |
- Optical Tracking | |
- Mechanotransduction | |
website: http://www.labos.upmc.fr/ljp | |
description: | | |
# The Mechanical Sense of Paramecium | |
As a research intern, I developed high-frequency, real-time image analysis | |
and hardware control pipeline to track long trajectories of _Paramecium_. | |
I wrote a driver for the microscope stage, and a high-speed image | |
aquisition and processing (~50fps) tool. Using these software we were able | |
to follow the trajectory of moving _Paramecium_. | |
- company: Laboratoire Matière et Systèmes Complexes, Université Paris Diderot | |
location: Paris | |
dates: | |
from: '2017-10-09' | |
till: '2018-01-09' | |
position: Research Intern | |
tags: | |
- Phyllotaxis | |
- Plant Biology | |
- Projection Geometry | |
website: http://www.msc.univ-paris-diderot.fr | |
description: | | |
# Study of Diversity in Phyllotactic Patterns | |
Phyllotaxis is the arrangement of lateral organs in plants. In this | |
project we attempt to explain the origin of emergent patterns, | |
transitions, and irregularities in such arrangements. Using cylindrical | |
projection unrolling and unwarping, I developed an image analysis pipeline | |
allowing better study of complicated plant organs. | |
- company: Agora Health | |
location: London | |
dates: | |
from: '2016-02-08' | |
till: '2018-04-01' | |
position: Full Stack Developer | |
tags: | |
- Machine Learning | |
- Web Development | |
website: https://agorahealth.org.uk | |
description: | | |
# Personalised Medical Events, Conferences, and Courses Recommendation for Doctors at NHS, UK | |
- Developed the algorithm for classification of events into medical specialities. | |
- Integrated the classification system into the web app. | |
- Implemented an event recommendation engine leveraging Elasticsearch and stored features. | |
- Wrote a framework for event data aggregation from multiple NHS websites. | |
- company: Oxyent Technologies | |
location: New Delhi | |
dates: | |
from: '2016-07-01' | |
till: '2016-09-01' | |
position: Summer Intern | |
website: http://oxyent.com | |
tags: | |
- Computer Vision | |
- Information Extraction | |
description: | | |
# Computer Vision and Information Extraction | |
Developed and shipped a utility for digitizing waveforms and | |
extracting metadata from `ECG` reports. It is being used at Brigham and | |
Women’s Hospital, Boston for processing more than a million patient records. | |
Also worked on extracting normalized tabular data from scanned | |
medical records. Key challenges here involved handling skewed, | |
desaturated and otherwise low quality images. | |
- company: Survaider | |
location: New Delhi | |
dates: | |
from: '2015-01-01' | |
till: '2016-02-01' | |
position: Developer and UI/UX Designer | |
website: http://survaider.com | |
tags: | |
- Backend and REST API | |
- Client Interface | |
- Analytics | |
description: | | |
# Survaider Web App and Survey Builder | |
Developed a web app backend and REST API in Python. | |
Designed and developed a web based survey builder tool which was later | |
integrated into the core application. | |
- company: Design Innovation Centre | |
location: New Delhi | |
dates: | |
from: '2015-06-15' | |
till: '2015-08-29' | |
position: Summer Intern | |
tags: | |
- Machine Learning | |
- Time Series Analysis | |
- Signal Processing | |
description: | | |
# Human Activity Recognition from Acceleration data Under Naturalistic Conditions | |
The goal of this project was to develop a system for recognition | |
of low level human activities, such as Walking, Running, Sitting, etc., | |
using a single accelerometer. | |
Using supervised learning method, we trained a Random Forest | |
Classifier using feature vectors obtained via our model. We | |
were able to produce an accuracy of `95%` through our model. | |
- company: University of California and Stanford | |
location: Santa Cruz | |
dates: | |
from: '2015-01-01' | |
till: '2015-06-01' | |
position: Research Associate | |
tags: | |
- Data Scraping | |
- Data Processing | |
description: | | |
# Aspiring Researcher Challenge | |
As a research associate, I was part of the team which was | |
responsible for developing a large, online experiment to study | |
the wisdom of the crowd where I formulated the algorithm for | |
scraping and formatting raw data off multiple crowdfunding | |
platforms. | |
- company: Cluster Innovation Centre, University of Delhi | |
location: New Delhi | |
dates: | |
from: '2015-01-01' | |
till: '2016-04-01' | |
position: Undergrad Research | |
tags: | |
- Network Analysis | |
- Computational Biology | |
- Mathematical Modelling | |
description: | | |
# Modelling and Network Analysis of Intronic miRNA Mediated Gene Expression Regulation | |
In this project, we developed a mathematical model for gene expression | |
regulation via intronic micro `RNAs`, based on emperical data and | |
experimental observations at IGIB. | |
As a part of study, we've also generated a `miRNA <=> mRNA` target network | |
using various available databases. | |
- company: IamSME of India, PHD Chamber of Commerce | |
location: New Delhi | |
dates: | |
from: '2014-05-15' | |
till: '2014-08-20' | |
position: Summer Intern | |
tags: | |
description: | | |
Developed an open-source and modular `ERP` system and `API` sub-system. | |
- company: Laboratory for Pattern Engineering, University of Delhi | |
location: New Delhi | |
dates: | |
from: '2014-02-10' | |
till: '2015-12-25' | |
position: Research Associate | |
tags: | |
description: | | |
Built a classification system for geospacial features between | |
texts originated in different continents. Other responsibilities included | |
design and development of several web portals, graphic designing, media | |
and publishing tasks. | |
talks_and_workshops: | |
- conference: FOSSASIA 2017 | |
location: Singapore | |
dates: | |
from: '2017-03-17' | |
till: '2017-03-19' | |
type: Talk | |
tags: | |
- Python | |
- Open Source | |
description: | | |
# Alohomora: Unlocking Magical Bits in Python | |
In this talk at FOSSASIA Summit, I gave a presentation covering several | |
advance patterns in the Python programming language. In the presentation I | |
introduced the audience with Metaclasses, Decorators and Patching. | |
- conference: West College | |
location: Glasgow, Scotland | |
dates: | |
from: '2015-07-14' | |
till: '2015-07-19' | |
type: Workshop | |
description: | | |
# Game Development Workshop under UK-India Education and Research Initiative | |
- conference: Autonomi | |
location: University of Delhi | |
dates: | |
from: '2015-02-28' | |
till: '2015-03-01' | |
type: Talk | |
description: | | |
# Robotics Bootcamp | |
Delivered sessions on Arduino programming, DAC, ADC and PWM. | |
education: | |
- institute: Centre de Recherches Interdisciplinaires | |
location: Université Paris Descartes | |
position: Masters | |
dates: | |
from: '2017-09-04' | |
till: '2018-10-04' | |
degree: Approches Interdisciplinaires du Vivant | |
- institute: Cluster Innovation Centre | |
location: University of Delhi | |
position: Undergrad | |
dates: | |
from: '2013-08-10' | |
till: '2017-07-05' | |
degree: B.Tech. (IT and Mathematical Innovations) | |
major: Information Technology | |
minor: Mathematics, Systems Biology | |
skills: | |
Development: | |
- [Python, 5] | |
- [SCSS, 5] | |
- [CoffeeScript, 3] | |
- [ES6/JavaScript, 4] | |
Design: | |
- [Print Media, 3] | |
- [CAD/CAM, 2] | |
- [Illustration, 3] | |
- [User Interface, 3] | |
Misc: | |
- [Scientific Computing, 4] | |
- [DevOps, 1] | |
open_source: | |
- repo: prashnts/hues | |
description: | | |
# Hues: Colored terminal text made easy for Python | |
Hues is a Python package which facilitates printing ANSI encoded text to | |
terminal in unix-like systems. | |
- repo: prashnts/metaRNA | |
description: | | |
# metaRNA: Find target sites for the miRNAs in genomic sequences | |
metaRNA finds potential target sites for the microRNAs in genomic | |
sequences. It is built on miRanda, an algorithm for detection and ranking | |
of the targets of microRNA. | |
- repo: prashnts/pybloomfiltermmap3 | |
description: | | |
# PyBloomFilter: Fast, Memory Mapped Bloom Filter | |
The goal of `PyBloomFilter` is to provide a fast, simple, scalable and | |
correct library for Bloom Filters in Python. | |
- repo: prashnts/mongocapsule | |
description: | | |
# MongoCapsule: Encapsulated MongoEngine | |
MongoCapsule is a very thin wrapper around MongoEngine. It encapsulates | |
MongoEngine attributes under a single namespace and hence allows explicit | |
declaration without polluting global namespace. | |
- repo: agora-team/elasticsearch-synonyms | |
description: | | |
# Elasticsearch-Synonyms: Utilities for working with Synonym Filter in Elasticsearch | |
This repository contains a curated dataset of synonyms in `Solr` Format. | |
These synonyms can be used for Elasticsearch Synonym Token Filter | |
configuration. It provides a tool to lint and validate the synonym files. | |
publications: | |
- title: Investigating the "wisdom of crowds" at scale | |
journal: ACM UIST | |
year: 2015 | |
- title: Protein engineering and de novo designing of a biocatalyst | |
authors: M Kaushik, P Sinha, P Jaiswal, S Mahendru, K Roy, S Kukreti | |
journal: Journal of Molecular Recognition | |
year: 2016 | |
- title: Intronic miRNA mediated gene expression regulation controls protein crowding inside the cell | |
authors: P Sinha, P Jaiswal, AK Jainarayanan, SK Brahmachari | |
journal: Gene | |
year: 2018 | |
- title: Meta-analysis of genomic variants and gene expression data in schizophrenia suggests the potential need for adjunctive therapeutic interventions for neuropsychiatric disorders | |
authors: SA Chellappa, AK Pathak, P Sinha, AK Jainarayanan, S Jain, SK Brahmachari | |
journal: Journal of genetics | |
year: 2019 |