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Monte Carlo-Project Assistant
Webtiga Private limited's logo

Monte Carlo-Project Assistant

at Webtiga Private limited

DP
Posted by HR Webtiga
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Bengaluru (Bangalore)
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2 - 5 yrs
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₹15,000 - ₹20,000 / mo
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Internship
Skills
Monte Carlo method
Markov chain
Clustering
Python
R Programming

R Programmer for Academic Project work with Masters or PhD in Statistics with Advanced R Programming Experience

Project is on Monte Carlo simulation

Must have strong background on Monte Carlo simulation, matrix algebra, probability theory, and programming skills.  

Would be required to develop 3-4 R projects under tight deadlines.

3-4 month assignment.


Internship/Part-time/consultant only


Must be familiar with  


a)Monte Carlo Methods including Simulation, estimation, sampling, optimization, learning, and visualization.

b)Sequential Monte Carlo including Importance sampling and weighted samples, Advanced importance sampling techniques, Framework for sequential Monte Carlo, 

(selection, pruning, resampling, ...), particle filtering in object tracking, Monte Carlo Tree Search

c)Markov Chains - The transition matrix, topology,Positive recurrence and invariant measures, Ergodicity theorem

d) Metropolis methods and its variants, Metropolis algorithm and the Hastings’s generalization, Reversible jumps and trans-dimensional MCMC

e) Gibbs sampler and its variants, Hit-and-run, Multi-grid, generalized Gibbs, Metropolized Gibbs

f) Clustering sampling - Ising/Potts models, Swendsen-Wang and clustering sampling

g) Langevin Dynamics - Hamiltonian Monte Carlo, Langevin dynamics used in machine learning, Convergence analysis

h) Equi-energy and mult-domain sampler,Wang-Landau algorithm,Attraction-Diffusion Algorithm,Mapping the energy landscape

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About Webtiga Private limited

Founded
2022
Type
Size
0-20
Stage
Raised funding
About

Experts in Web 3 Technologies -Metaverse, Generative AI, Web3,Cybersecurity and DeFi spoken

For more details - please check out our website- https://www.webtiga.com/solutions/


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Tech Stack
Metaverse, Generative AI, Web3,Cybersecurity and DeFi spoken
Python
NodeJS (Node.js)
Java
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Subodh Popalwar
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