Associate ML Engineer (GenAI)

Job Description:

Experience: 7 -15 Years

Job Description :

Key responsibilities

As an GEN AI Expert [Min 4 + years of relevant exp on NLP, CV and LLMs], you will be responsible for designing, building, and fine-tuning NLP models and large language model (LLM) agents to solve business challenges. You will play a key role in creating intuitive and efficient model designs that enhance user experiences and business processes. The position demands strong design skills, hands-on coding expertise, advanced proficiency in Python development, specialized knowledge in LLM agent design and development, and exceptional debugging capabilities.

• Model & Agent Design: Conceptualize and design robust NLP solutions and LLM agents tailored to specific business needs, with a focus on user experience, interactivity,   latency, failover and functionality.
• Hands-on Coding: Write,test, and maintain clean, efficient, and scalable code for NLP models and AI agents, with a strong emphasis on Python programming.
• Build high quality multi-modal & multi-agents applications/frameworks
• Knowledge on input/output token utilization, prioritization and consumption w.r.t AI agents
• Performance Monitoring: Monitor, optimize LLM agents, implementing model explainability, handling model drift, and ensuring robustness.
• Research Implementation:Ability to read, comprehend, and implement AI Agent research papers into practical solutions. Stay abreast of the latest academic and industry   research to apply cutting-edge methodologies and techniques.
• Debugging & Issue Resolution: Proactively identify, diagnose, and resolve issues related to AI agents, including model inaccuracies, performance bottlenecks, and   system integration problems. Utilize debugging tools and techniques to troubleshoot complex problems in model behavior, data inconsistencies, and deployment errors.
• Innovation and Research:Stay updated with the latest advancements in AI agents technologies,experimenting with new techniques and tools to enhance agent capabilities and performance.
• Continuous Learning: Adaptability to unlearn outdated practices, patterns, technologies and quickly learn and implement new technologies & papers as the ML world evolves. Maintain a proactive approach to staying current with emerging trends and technologies in Agent based solutions (Text & Multi Modal).
• Clear understanding of tool usage and structured outputs in agents
• Clear understanding of speculative decoding and AST-Code RAG
• Clear understanding of Streaming and Sync/Async processing
• Clear understanding of embedding models and their limitations

Tech stack required:

Programming languages: Python

Public Cloud: Azure

Frameworks: Vector Databases such as Milvus, Qdrant/ ChromaDB, or usage of CosmosDB or MongoDB as Vector stores. Knowledge of AI Orchestration, AI evaluation and Observability Tools. Knowledge of Guardrails strategy for LLM. Knowledge on Arize or any other ML/LLM observability tool.

Experience: Experience in building functional platforms using ML, CV, LLM platforms. Experience in evaluating and monitoring AI platforms in production.

If you are good at writing complex queries, very good at python, and good at debugging, very good at understanding complex systems and can swim through logs to find the dropping point, and have been on the firefighting side to address bugs in live production systems, send your resume

• Candidate should possess excellent oral and written communication skills in English and convincing skills.
• Candidate with knowledge in Upwork, freelance,PPH, Guru or other business portals would be preferred.
• Candidate should have hands on Experience on Lead Generation,Business Development, Strategic Selling. Solution Selling etc
• Good analytical skill & requirement understanding, skills should be good.
• Expertise on Graphics Design, Animation, Web Technologies, IT domain.
• Responsible for dealing with International Clients.
• Should have experience in Writing RFI,RFP.
• Must be good with negotiation skills, converting leads & generation business.

Qualifications and Skills

• Lead generation for Graphics design, Animation, Design Projects website design
• Identifying and generating the business from existing accounts, enhance business from new accounts.
• Presenting the ideas and budget to the client
• Negotiating and presenting creative work to clients
• Managing, reviewing progress and delivering the clients projects.

Job Summary:

We are seeking a motivated and dynamic Medical Product Representative to join our team. This role involves fieldwork, building and maintaining relationships with healthcare professionals, promoting our medical products, and achieving sales targets. The ideal candidate will have a strong background in sales, excellent communication skills, and a passion for healthcare.

Key Responsibilities:

Promote Medical Products: Conduct regular visits to clinics, hospitals, and healthcare facilities to promote our products and educate healthcare professionals about their benefits.

Sales Achievement: Meet or exceed sales targets by developing strategies to attract new clients and retain existing ones.

Product Knowledge: Stay updated on product features, competitive positioning, and the latest industry trends to provide accurate information and address customer inquiries effectively.

Customer Relationship Management: Build strong relationships with doctors, pharmacists, and other key stakeholders to increase brand visibility and foster loyalty.

Reporting: Keep detailed records of daily activities, including client interactions, sales, and any issues encountered, and provide regular feedback to the management team.

About Hubstream

Hubstream is the world’s Investigation Operating System. Hubstream software manages hundreds of thousands of investigative leads and cases for federal governments and private companies. Our tools effectively separate low and high-value cases and build intelligence databases that help resolve future reports. Many of the most critical cases lead to arrests, rescues, website takedowns, and the publication of high-profile investigative reports.

As a Development Manager, you will need to manage the team effectively and make sure that team members are delivering to their full potential by continuously monitoring, mentoring, and guiding them both technically and personally to grow in their careers. Your performance will be measured against each team member's delivery, keeping employee morale high at work, mentoring them to grow in their career, and retaining the employee in the organization.

What you will do at Hubstream:

·       Manage Software Development project activities for multiple projects across all project phases, including initiation, planning, execution, monitoring, control, and closure.

·        Work collaboratively with development team, lead architect and the CTO to determine technical direction and approach to system design and implementation.

·       Manage the day-to-day activities of projects and staff; communicate with project teams as necessary to ensure project deliverables are on schedule and within cost parameters.

·       Make recommendations to management about schedules, prioritization, and resource allocation with input from team members.

·       Manage resource planning and organizational capacity planning.

·       Coach and train project team members on Software Development processes and best practices.

·       Providing continuous guidance and direction to the Leads to meet the client delivery & commitment.

·       Periodically conduct the meeting with the Senior Management and update the status of the delivery.

·       Regularly conduct individual team meetings to understand the need of the Team(s) and make sure they are met.

·       Develop a superior workforce and increase the efficiency of the team.

·       Periodically review the performance of each team member(s) and provide feedback to improve.

·       Conduct the year-end performance appraisal to all the team members and give the correct rating without any bias towards any employee.

·       Had experience in the Performance Improvement Program for those employees who are underperforming and continuously mentor and monitor to improve their performance.

Relevant experience includes:

·       Project Scoping

·       Controlling Process

·       Resource planning and team staffing

·       Project Management

·       People Management

·       Performance Review & Appraisal Process

·       Performance Improvement Program

Skills/Qualification:

·       B.E/B.Tech/M.Tech/MCA with good CPGA from reputed colleges/Institutes in India.

·       6 to 8 years delivery of consulting or professional services, or as a people manager.

·       Minimum 5 years of experience in a technology environment, including 2-3 years of practical professional experience in project management.

·       Minimum 5+ years of Software development experience in C#, T-SQL is a bonus.

·       Minimum 5+ years of experience in Client Interaction directly or indirectly.

·       Demonstrated experience in leading cross-functional project teams.

·       Have very good communication skills both verbal and non-verbal communications.

·       Flexible to work in different time zones like Australia, Europe & US Time zone based on the Customer's need.

·       Ability to learn and grasp concepts quickly in a fast-paced environment and guide the Team.

·       Ability to be self-directed and work with minimal supervision.

·       Strong interpersonal skills that demonstrate your knowledge, passion, and commitment to partnering with the team to help them work better.

·       Working knowledge of the Microsoft development tools (Windows / SQL Server / Visual Studio) is a value addition.

·       Demonstrated ability to work on a distributed or remote team is highly preferred.

Required Skill Set-

Project experience in any of the following - Data Management,

Database Development, Data Migration or Data Warehousing.

• Expertise in SQL, PL/SQL.

Role and Responsibilities -

• Work on a complex data management program for multi-billion dollar

customer

• Work on customer projects related to data migration, data

integration

•No Troubleshooting

• Execution of data pipelines, perform QA, project documentation for

project deliverables

• Perform data profiling, data cleansing, data analysis for migration

data

• Participate and contribute in project meeting

• Experience in data manipulation using Python preferred

• Proficient in using Excel, PowerPoint

 -Perform other tasks as per project requirements.