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name: Prashant Sinha
title: Developer
mobile: '0769822836'
location: Paris, France
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.
- company: Partoo
location: Paris
from: '2021-06-28'
position: Full Stack Developer
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
from: '2018-10-08'
till: '2021-06-25'
position: Full Stack Developer
- Platform Developer
- UI/X Design
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
from: '2018-05-22'
till: '2018-09-22'
position: Research Intern
- Hydrodynamics at micro scales
- Fluid Dynamics
- Theoretical Biophysics
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
from: '2018-01-22'
till: '2018-04-22'
position: Research Intern
- Theoretical Biophysics
- Optical Tracking
- Mechanotransduction
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
from: '2017-10-09'
till: '2018-01-09'
position: Research Intern
- Phyllotaxis
- Plant Biology
- Projection Geometry
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
from: '2016-02-08'
till: '2018-04-01'
position: Full Stack Developer
- Machine Learning
- Web Development
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
from: '2016-07-01'
till: '2016-09-01'
position: Summer Intern
- 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
from: '2015-01-01'
till: '2016-02-01'
position: Developer and UI/UX Designer
- 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
from: '2015-06-15'
till: '2015-08-29'
position: Summer Intern
- 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
from: '2015-01-01'
till: '2015-06-01'
position: Research Associate
- 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
- company: Cluster Innovation Centre, University of Delhi
location: New Delhi
from: '2015-01-01'
till: '2016-04-01'
position: Undergrad Research
- 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
from: '2014-05-15'
till: '2014-08-20'
position: Summer Intern
description: |
Developed an open-source and modular `ERP` system and `API` sub-system.
- company: Laboratory for Pattern Engineering, University of Delhi
location: New Delhi
from: '2014-02-10'
till: '2015-12-25'
position: Research Associate
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.
- conference: FOSSASIA 2017
location: Singapore
from: '2017-03-17'
till: '2017-03-19'
type: Talk
- 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
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
from: '2015-02-28'
till: '2015-03-01'
type: Talk
description: |
# Robotics Bootcamp
Delivered sessions on Arduino programming, DAC, ADC and PWM.
- institute: Centre de Recherches Interdisciplinaires
location: Université Paris Descartes
position: Masters
from: '2017-09-04'
till: '2018-10-04'
degree: Approches Interdisciplinaires du Vivant
- institute: Cluster Innovation Centre
location: University of Delhi
position: Undergrad
from: '2013-08-10'
till: '2017-07-05'
degree: B.Tech. (IT and Mathematical Innovations)
major: Information Technology
minor: Mathematics, Systems Biology
- [Python, 5]
- [SCSS, 5]
- [CoffeeScript, 3]
- [ES6/JavaScript, 4]
- [Print Media, 3]
- [CAD/CAM, 2]
- [Illustration, 3]
- [User Interface, 3]
- [Scientific Computing, 4]
- [DevOps, 1]
- 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.
- 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