Business Consultant

We are looking for an experienced Content Writer with a strong understanding of the B2B or SaaS/Healthcare industry and writing content accordingly. As a content writer at Nirmitee, he/she will play a key role in creating compelling write-ups focused on that are best suited for our target audience and industry.

Roles and Responsibilities:

• Conduct deep research and write high-quality content in the form of website content, blogs, articles, case studies, newsletters, PR, etc.
• Implement the SEO best practices in writing to increase traffic and engagement through on-page SEO.
• Collaborate with the rest of the marketing, designers, and technical teams to ensure that you align with the company's voice.
• Write content according to the latest updates and industry standards, and align with the brand voice and tone.
• Regularly analyze the market and make necessary updates and changes to the website content to keep the site polished and updated.
• Identify the target audience and analyze customer needs to address content gaps and create content to fill these gaps.

Research 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

Job Description:

• Delivery of high quality, efficient code.
• Improving the overall quality of the applications and the speed of new feature delivery.
• Communicate effectively with team members and other stakeholders.
• Ability to understand stakeholder requirements and problems, and deliver high quality solutions.
• Able to work effectively as part of a team, sharing knowledge and experience.

Requirements:

• Required skills: PHP and its framework (Laravel), code versioning tools (GIT), MVC Framework, etc.
• At least 3 - 5 year of working experience in PHP or related fields is required for this position.
• Good in MySQL and database designing.
• Experience of working with REST API design and its implementation.
• Strong understanding of the web development cycle and programming techniques and tools.
• Focus on efficiency, user experience, and process improvement.
• Excellent project and time management skills.
• Ability to work independently or with a group.
• Ability to effectively communicate via written and spoken English.

Key Responsibilities 

Minimum Qualification 

• Developing, maintaining, and managing advanced reporting, analytics, dashboards and other BI solutions.
• Performing and documenting data analysis, data validation, and data mapping/design.
• Reviewing and improving existing systems and collaborating with teams to integrate new systems.
• Conducting unit tests and developing database queries to analyze the effects and troubleshoot any issues.
• Creating tools to store data within the organization.