Machine Learning (ML)
PythonResearch Intern
Position Overview
We are seeking a motivated Research Intern to join our AI research team, focusing on Text-to-Speech (TTS) and Automatic Speech Recognition (ASR) technologies. The intern will play a crucial role in evaluating our proprietary models against industry benchmarks, analyzing competitive voice agent platforms, and contributing to cutting-edge research in speech AI technologies.
Key Responsibilities
Model Evaluation & Benchmarking
- Conduct comprehensive evaluation of our TTS and ASR models against existing state-of-the-art models
- Design and implement evaluation metrics and frameworks for speech quality assessment
- Perform comparative analysis of model performance across different datasets and use cases
- Generate detailed reports on model strengths, weaknesses, and improvement opportunities
Competitive Analysis
- Evaluate and compare our voice agent platform with existing solutions (Vapi, Bland AI, and other competitors)
- Analyze feature sets, performance metrics, and user experience across different voice agent platforms
- Conduct technical deep-dives into competitive architectures and methodologies
- Provide strategic recommendations based on competitive landscape analysis
Research & Innovation
- Monitor and analyze emerging trends in ASR, TTS, and voice AI technologies
- Research novel approaches to improve ASR and TTS model performance
- Investigate new architectures, training techniques, and optimization methods
- Stay current with academic literature and industry developments in speech AI
Model Development & Training
- Assist in training TTS and ASR models on various datasets
- Implement and experiment with different model architectures and configurations
- Perform model fine-tuning for specific use cases and domains
- Optimize models for different deployment scenarios (edge, cloud, real-time)
- Conduct data preprocessing and augmentation for training datasets
Documentation & Reporting
- Maintain detailed documentation of experiments, methodologies, and results
- Prepare technical reports and presentations for internal stakeholders
- Contribute to research publications and technical blog posts
- Create visualization and analysis tools for model performance tracking
Required Qualifications
Education & Experience
- Currently pursuing or recently completed Bachelor's/Master's degree in Computer Science, Electrical Engineering, Machine Learning, or related field
- Strong academic background in machine learning, deep learning, and signal processing
- Previous experience with speech processing, NLP, or audio ML projects (academic or professional)
Technical Skills
- Programming Languages: Proficiency in Python; experience with PyTorch, TensorFlow
- Speech AI Frameworks: Experience with libraries like librosa, torchaudio, speechbrain, or similar
- Machine Learning: Strong understanding of deep learning architectures, training procedures, and evaluation methods
- Data Processing: Experience with audio data preprocessing, feature extraction, and dataset management
- Tools & Platforms: Familiarity with Colab or Jupyter notebooks, Git, Docker, and cloud platforms (AWS/GCP/Azure)
Preferred Qualifications
- Experience with transformer architectures, attention mechanisms, and sequence-to-sequence models
- Knowledge of speech synthesis techniques (WaveNet, Tacotron, FastSpeech, etc.)
- Understanding of ASR architectures (Wav2Vec, Whisper, Conformer, etc.)
- Experience with model optimization techniques (quantization, pruning, distillation)
- Familiarity with MLOps tools and model deployment pipelines
- Previous work with voice AI applications or conversational AI systems
Skills & Competencies
Technical Competencies
- Strong analytical and problem-solving abilities
- Ability to design and conduct rigorous experiments
- Experience with statistical analysis and performance metrics
- Understanding of audio signal processing fundamentals
- Knowledge of distributed training and large-scale model development
Soft Skills
- Excellent written and verbal communication skills
- Ability to work independently and manage multiple projects
- Strong attention to detail and commitment to reproducible research
- Collaborative mindset and ability to work in cross-functional teams
- Curiosity and passion for staying current with AI research trends
What You'll Gain
Learning Opportunities
- Hands-on experience with state-of-the-art speech AI technologies
- Exposure to full model development lifecycle from research to deployment
- Mentorship from experienced AI researchers and engineers
- Opportunity to contribute to cutting-edge research projects
Professional Development
- Experience with industry-standard tools and methodologies
- Opportunity to present research findings to technical and business stakeholders
- Potential for research publication and conference presentations
- Networking opportunities within the AI research community
Shubham Vishwakarma
Full Stack Developer - Averlon
About PGAGI
About
Company social profiles
Similar jobs
Python
Django
Docker
React.js Python. Django Rest Framework experience would be great, but not essential! We prioritise
quality over quantity.
Postgres with InfluxDB, Oracle, MySQL and Redis experience a plus.
Docker, Kubernetes, Helm, OpenShift and associated tooling.
AWS, especially ECS, Lambda, RDS and DynamoDB. Performance and uptime are super
important to us.
The challenge of scaling a global, distributed API to 10,000+ requests per second.
We have SDKs in a bunch of languages, so the more polyglot you are the better.
If you like writing JS and React that would be awesome too.
What we're looking for
We are looking to hire a smart product manager who is passionate about taking up ideas and bringing them to life. You will engage with our customer base directly, and decide the future of the product by working closely with founders. You will also collaborate with marketing and growth teams to ensure that word gets out to people and they get to see what you are building
Responsibilities
Work with founders to define product strategy and roadmap
Prioritise and plan features for development. Come up with prioritisation framework suited to company needs and balancing impact vs effort
Build strong customer empathy and incorporate same while working with UX and Design teams
Convert ideas to prototypes and demonstrate them to the key partners
Own product lifecycle from idea, design, research , competitive analysis, positioning, roadmap, development, go to market, launch and success
Define and measure success metrics for the product
Talk to customers, gather business insights and come up with new product ideas for a multi-product strategy
Be a product evangelist inside and outside the organisation. Represent company in product or domain specific conferences and events
Qualifications
Over 3 years of hands on experience in Product Management
Good understanding of web based architecture and APIs
Good understanding of UX framework and experience on UI design
Good analytical and problem solving skills
Ability to work independently and drive product with minimal direction
Collaborative approach with clear communication
Strong analytical and problem solving skills
Familiar with agile product development processes
Background in consumer apps is a plus
Benefits
An exciting and enriching work environment
Ability to work directly with founders to shape the company
Opportunity to become an expert in sustainability tech (expected to be redefine every industry over next 2-3 decades)
Opportunity to participate in the zero to one journey of building a startup
Ability to articulate and work on the most core problems that the customer faces
A competitive salary and comprehensive medical insurance coverage
Significant upside through an employee friendly ESOP policy
PHP
Laravel
CodeIgniter- Sr PHP Dev:
- - 6+ years of Exp
- - Good knowledge of Symfony 5
- - Expert in PHP 8
- - Good front-end knowledge of Angular, React
- - Good AWS knowledge
- - Experience in developing highly scalable public-facing websites
Strong programming (Java, C/C++) and troubleshooting skill
Experience on Android telephony, connectivity framework
RIL
Familiarity and support of PTCRB/GCF certification process.
Knowledge a cellular test equipment and network IOT
IMS/Volte/SMS over IMS/Video calling and SIP signaling – Desired
Knowledge of QUALCOMM tools, QXDM, QRCT, ER & Analysis of logs.
Preferred - knowledge on 3GPP specs and GSM/GPRS/EGPRS/WCDMA/UMTS/LTE/TD-SCDMA standards
Preferred - Android apps (Calling, messaging, Sim toolkit- Design and development of automotive feature/function software/
components (ACC, AEB, TSR, LKA etc.) for ADAS/AD systems - Coordination and regular interaction with different stakeholders and teams like testing, requirements, leads etc.
- Participate in SW requirement generation, SW architecture, detailed design etc
As a technical writer, your job is to translate complex information into a language understandable by anyone. You must ensure that everything we deliver can be used by any user, developer, or business owner.
RESPONSIBILITIES
• Develop a deep understanding of Cashfree products, and target audience. Aim to be the expert in the product area you are handling.
• Collaborate with the product team to identify key content requirements.
• Write and maintain high-quality documentation for technical and non-technical audiences, including concept docs, how-to procedures, integration docs, and API reference documentation.
• Collaborate with the product and development team to create user interface text.
• Create videos to explain concepts and procedures in an easy-to-understand format.
• Create and review product-oriented blog posts.
• Organize existing documents, identify gaps, and suggest improvements.
• Analyze usage patterns of documents and suggest ways on improving them.
• Review and revise content based on internal and external customer feedback.
Requirements
• Bachelor's degree in English, communication, linguistics, or bachelor’s degree in engineering.
• 1 to 4 years of experience as a technical writer.
• Experience working with product and UX Designers and writing user interface text
• Strong technical writing skills.
• Experience managing content projects, including coordinating with cross-functional teams.
• Have prior experience with creating videos.
• Familiar with markup languages such as Markdown and HTML
React.js
Javascript
Redux/Flux
React Native- Optimizing components for maximum performance across a vast array of web-capable devices and browsers
- Ability to understand business requirements and translate them into technical requirements
- You will ensure that these components and the overall application are robust and easy to maintain.
- Have a good understanding of design and user experience principles.
- Open-minded, flexible, and willing to adapt to changing situations
- Ability to work independently as well as on a team and learn from colleagues
- High adaptability in a dynamic start-up environment
- Ensuring technologies are used efficiently, profitably, and securely. Evaluating and implementing new systems and infrastructure.
- Excellent troubleshooting, analytical and problem-solving abilities with a tenacious commitment to finding the root cause of issues.
Qualifications :
- B. Tech/B.E/MTech or a related technical discipline from reputed universities
Skills Required :
- Minimum 1+ years experience in Front-End Development using ReactJS Framework
- Experience in consuming Restful Web services
- Strong hands-on experience on HTML5, CSS3, JavaScript, Bootstrap & CSS preprocessors
- Should be adept at converting PSD to HTML
- Should know UI/UX
- Excellent development skills on best practices for cross-browser compatibility and Responsive UI.
- Good with agile development practices such as continuous integration and deployment
- Knowledge of Version Control System
- Write and maintain technical documentation
- Knowledge of MVVM Architecture
- Cares deeply about writing Quality, Testable & Modular code
XML
JavaThis role will work with some of our most important integrations between The company Product and financial institutions & Partners – making sure that API's are implemented and tested and data mapped in a standardized and quality-assured way.
Mandatory skill sets of the Candidate:
- Minimum 3 years of working experience in XSLT language (XSLT 1.0 + 2.0)
- Minimum 3 years of working experience in XML processing (XPath, XSD schema)
- Minimum 3 years of working experience in Java (v11) and Junit
- Excellent English communication skills (speaking, writing, and reading)
- Experience working in agile development processes
- Familiarity with code versioning tools Git, JIRA
Other Desired Skills and Experience
- More than 5 Years of experience with Payment Ecosystems
- More than 5 Years of experience in Integration to Banks, Payment Acquirers, PSP’s
- Upon having demonstrated results in this role – responsibility can expand into the product team for developing the core product
React.jsJavascript
HTML/CSSRedux/FluxInnominds is an AI-first, platform-led digital transformation and full-cycle product engineering services company headquartered in San Jose, CA. Innominds powers the Digital Next initiatives of global enterprises, software product companies, OEMs, and ODMs with integrated expertise in devices & embedded engineering, software apps & product engineering, analytics & data engineering, quality engineering, and cloud & DevOps, security. It works with ISVs to build next-generation products, SaaSify, transform total experience, and add cognitive analytics to applications.
Looking for candidates with 0-30 Days Notice period.
Looking for a Frontend/JavaScript Developer with experience in building high-performing, scalable, enterprise-grade applications. Frontend developer roles and responsibilities include developing single-page apps using ReactJS and modern JavaScript practices and patterns.
Responsibilities:
- Contribute in all phases of the development lifecycle
- Write well designed, testable, efficient code
- Ensure designs are in compliance with specifications
- Support continuous improvement by investigating alternatives and technologies and presenting these for architectural review.
Requirements:
- 3-10 years experience in Frontend technologies
- Hands-on and ready to continue as an individual contributor/Lead the team also.
- Strong in core JavaScriptwith ES6 ES5 ES7
- Expertise in ReactJS, Redux with minimum 1-2 years of experience
- Unit testing (Jest/Enzyme) is necessary
- Expertise in HTML5 CSS3
- Proficient in Grunt, Gulp, and Webpack, bower, yarn, the module loader
- Hands-on experience with multiple libraries/frameworks - jQuery, Jasmine, Mocha, etc.
- Expert level understanding of HTTP protocols (1.0 1.1 and 2.0) and Websockets and JS WebSocket
- Experience with working on SaaS/PaaS based applications
Data Analytics
Google Analytics
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon