Pratyaksh Singh

AI Researcher

Mirzapur, Uttar Pradesh, India4 yrs 4 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Achieved 95%+ accuracy in machine learning projects.
  • Developed end-to-end machine learning platform.
  • Identified strategic partnerships in renewable energy.
Stackforce AI infers this person is a Machine Learning Engineer with a focus on Renewable Energy and Open Source contributions.

Contact

Skills

Core Skills

Machine LearningDeep LearningPredictive AnalyticsSolar EnergyBusiness DevelopmentStrategyArtificial Intelligence (ai)C++Open-source SoftwareManagementDjango

Other Skills

Data AnalysisDjango REST FrameworkEngineeringGitHubJavaJavaScriptModel-View-Controller (MVC)Python (Programming Language)RustSelenium WebDriverSocket ProgrammingSolutions EngineeringTensorFlowTensorFlowExtendedTkinter

About

My fascination with computers began in the 3rd grade when I observed a faculty-operated machine efficiently handling tasks through MS packages. This initial curiosity sparked a continuous interest in understanding how such a compact device could manage substantial tasks. During my undergraduate years, I explored various fields like competitive coding, blockchain, and web development. However, it was the realm of Machine Learning that truly captivated me. I was amazed by how a simple weighted average function can be combined to learn different family of functions. The stochastic nature of the subject adds more challenge and fun to the topic. I love to spend hours analyzing data and trying to figure out what the model is doing inside the black box. Moving forward, I am determined to carry this curiosity into my career, consistently seeking opportunities for exploration and learning. In this transformative era, I am eager to contribute my knowledge and skills toward making a positive difference.

Experience

Crescer ai

Machine Learning Engineer

Jul 2024Present · 1 yr 8 mos · Remote

Sprinklr

Product Engineer

Jan 2024Jun 2024 · 5 mos · Gurugram, Haryana, India · On-site

Xros fellowship

Software Engineer

Apr 2023Jun 2023 · 2 mos · Remote

  • Selected as XROS fellow for GmetriXR.
  • Used openai APIs to interact with GPT-3.5 model to automatically generate metaverse using the information provided by client. Wrote various scraping scripts to get additional information from URIs.
  • Worked with FastAPI and SQLAlchemy to expose endpoints to get the necessary information in the required format to generate the Metaverse. Explored prompt engineering to get better output from openai.

Geekhaven, iiit allahabad

2 roles

Cordinator, AI WIng

Promoted

Nov 2022Jul 2023 · 8 mos · Allahabad

Deep LearningArtificial Intelligence (AI)Machine Learning

Member, AI WIng

Jul 2021Nov 2022 · 1 yr 4 mos · Allahabad

  • Took classes of Machine Learning for juniors and introduced them to the topic.
  • Maintained the AI wing repository for OpenCode to improve Open Souce culture in college

Crescer ai

2 roles

Business Development and Partnerships

Oct 2022Jan 2023 · 3 mos

  • Crescer AI builds robust, scalable, and cost-effective AI for renewable energy and operations applications.
  • I identify strong opportunities for partnerships with players in the solar energy space to advance their O&M and analytics capabilities using AI.
Business DevelopmentStrategySolutions EngineeringValue Propositions

Machine Learning Engineer

Jan 2022Jan 2024 · 2 yrs

  • Point Cloud Segmentation for Bathymetric Lidar
  • Worked on bathymetric lidar point cloud segmentation and achieved 95%+ accuracy for various locations, wrote various optimisations to reduce prediction time by 67% and memory footprint by 73% for training.
  • Developed an active learning system to continually improve the model for new data. Continiously engaged with client to improve the system according to their needs.
  • Implementation of Digital twins for PV plants
  • o Collaborated with other team members to come up with an algorithm for nominal data extraction
  • which confirmed that having a digital twin can reduce power wastage by around 1-3%.
  • o Extracted nominal data, suggested and implemented algorithms for data cleaning. Used plots to
  • reason my algorithm and improved based on the team feedback.
  • o Implemented VAEs and other Feed Forward networks to clean the data and do drift detection.
  • Fault prediction for PV plants
  • o Worked on an extremely hard problem with label imbalance of around 300:1.
  • o Implemented generic functions for meaningful plots and training models.
Deep LearningPython (Programming Language)Machine LearningPredictive AnalyticsSolar Energy

Major league hacking

Fellow @ Solana Labs

Oct 2022Dec 2022 · 2 mos · Remote · Remote

  • ● Open source contributor for Mango Market and contributing to solcpp, a c++ sdk for solana. The sdk
  • allows C++ users to connect with solana blockchain and use web3.js functionality in C++.
  • ● Implemented websocket using beast library in C++. Used promises and futures to maintain concurrency
  • between threads. Allows users to connect to solana websocket and call a callback whenever data change.
  • ● Ported all the websocket functions like onAccountChange, onLogs and many more from web3.js to solcpp

Effervescence, iiit allahabad

2 roles

Head, Technical

Promoted

Aug 2022Dec 2022 · 4 mos · Prayagraj, Uttar Pradesh, India

C++RustSocket ProgrammingOpen-Source Software

Executive, Events and Management

May 2021Aug 2022 · 1 yr 3 mos · Prayagraj, Uttar Pradesh, India

  • Managed events online for freshers like Consilio.
  • Helped managing webinar for Machine Learning.

Samagra | transforming governance

WFC Intern

Aug 2022Mar 2023 · 7 mos · Remote

  • Majorly worked with data team to fine tune various open source models and use them for DPG projects.
  • Worked on some interesting projects like recommendation system for fertilizers using metarank, GandhiJi voice clone using eleven labs, chat bot for kerala farmers using audio from krishi support phone calls.

Code for govtech (c4gt)

Open Source Developer

Jul 2022Aug 2022 · 1 mo · Remote

  • Created an end to end machine learning platform to train and deploy model.
  • Project focuses on enabling users with less knowledge of Machine Learning to quickly build and deploy a ML model.
  • Publicly available government dataset is used to train the models.
  • Implemented building and deploying ML models automatically.
Management

Major league hacking

Prep Fellow

Apr 2022May 2022 · 1 mo · Remote

  • Learnt about open source contribution and development.
  • Worked with my pod member to develop a Weather app.
Deep LearningDjangoTensorFlowTensorFlowExtended

Campus cart

Web Development

Mar 2022Apr 2022 · 1 mo · Prayagraj, Uttar Pradesh, India

  • Developed a full stack website for a college based startup.
  • Website dealt with managing and providing coolers to students at a low price.
  • Website contained an admin side to manage orders and a client side to place the orders.
Open-Source SoftwareGitHub

Education

Indian Institute Of Information Technology Allahabad

Bachelor of Technology - BTech — Information Technology - Spl. Business Informatics

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