Junior Interior Designer

Senior AI Engineer

Code Generation, Agent Architecture & LLM Systems

📍 Mumbai (On-site) | Full-time | 5+ years

About the Role:

Unico Connect is an AI-first technology partner that builds custom mobile, web, and AI products for clients across multiple geographies.

We are hiring a Senior AI Engineer for a dedicated client engagement focused on building an AI-powered application builder platform - a product where users describe software in plain English and the system generates, previews, and iteratively refines working code.

The mandatory requirement for this role is hands-on production experience shipping LLM-powered systems with agent architectures, with experience in code generation or developer tooling contexts a strong advantage.

The role is product-focused and deeply hands-on. You will own everything between the user's prompt and correct code landing in the project: the agentic loop, code generation pipeline, context management, evaluation suite, and model cost strategy.

You will work alongside the Senior MLOps Engineer who operationalises the infrastructure around your system, and collaborate closely with backend, frontend, and DevOps engineers.

Responsibilities:

Agent Architecture

Design and own the agentic loop for the platform - request interpretation, planning, tool-calling sequence (read file, edit file, run build, search code, install package), and stop conditions.

Make and revisit architectural decisions on single-agent vs. multi-agent designs, including planner/executor splits and dedicated build-repair sub-agents.

Code Generation Pipeline

Own the end-to-end generation flow: task classification, context gathering, planning, targeted edits, verification, and commit.

Implement diff/search-replace-based file editing with fuzzy matching and fallback strategies.

Enforce scope discipline so the agent makes minimal diffs and does not modify code it was not asked to touch.

Self-Repair Loop

Build and tune the automated repair loop that pipes compiler, lint, build, and runtime errors back to the model with retry budgets and model escalation.

This loop is the primary quality lever - the difference between 60-70% and 90%+ build success rates.

Context Management

Build file-relevance retrieval so the agent sees the right files, not the whole codebase: dependency graphs, AST/tree-sitter-based chunking, embeddings, recency signals, and hybrid retrieval.

Implement conversation summarisation and memory for long sessions, and address long-project degradation through codebase summaries and periodic consistency passes.

Own token budgeting and prompt caching strategy.

Prompt Engineering as a Discipline

Own the system prompt and per-task prompt variants (new feature, bug fix, styling change).

Maintain few-shot examples and enforce coding conventions, stack rules, and prohibited behaviours such as no hardcoded secrets and no whole-file rewrites.

Version prompts like code with changelogs and rollback capability.

Evaluation and Quality Measurement

Design and own the evaluation suite: representative test prompts run on every prompt and model change, scored on build success rate, instruction adherence, and output quality including LLM-as-judge and visual/screenshot checks where relevant.

Define regression gates that block quality-degrading changes from shipping.

Treat evals the way engineers treat automated testing: versioned, automated, and tracked over time.

This responsibility is non-negotiable at this level.

Model Strategy and Cost

Design model routing - cheap and fast models for classification and small edits, frontier models for complex generation.

Drive cost optimisation through prompt caching, diff-based edits over full-file rewrites, and tighter context selection.

Track cost per agent run and tokens per task; evaluate new model releases against the eval suite and lead migrations when results justify it.

Safety and Reliability of Agent Behaviour

Defend against prompt injection from user content and fetched web content.

Ensure secrets never appear in generated client code.

Define what the agent's tools may and may not do in collaboration with the platform team.

Contribute to output moderation and abuse-pattern awareness.

Mentorship and Engineering Standards

Run code reviews, define engineering conventions for AI work, and raise the engineering bar across the AI team.

Work closely with the Senior MLOps Engineer on handoff of eval design, prompt configurations, and model routing logic.

Requirements:

Hands-on Production Ownership of LLM-Powered Systems with Agent Architectures (Mandatory)

Must have personally shipped and operated at least one complex production AI system - agentic, multi-step, or code generation - with end-to-end ownership of architecture, evaluation, and cost.

POCs, internal demos, and tutorial-grade work do not qualify.

5+ Years of Professional Software or AI Engineering Experience

With at least 3 years focused on LLM applications, AI engineering, or production AI systems.

Candidates with strong backend backgrounds and a clear, substantive pivot into LLM systems qualify.

Strong Python Proficiency and Service Development

Production-grade Python with FastAPI or equivalent: type hints, async patterns, streaming responses, testing, and packaging.

Not notebook-only.

Depth Across LLM APIs and Agent Systems

Production experience with at least two of OpenAI, Anthropic Claude, Google Gemini, or open-weight models (vLLM, Ollama, Together).

Production experience with at least one agent framework (LangGraph, CrewAI, AutoGen, LlamaIndex Agents) or hand-rolled equivalent.

Hands-on with tool calling, structured outputs, and multi-step reasoning.

Demonstrated, Systematic Evaluation Practice - Non-Negotiable

Must have built evaluation harnesses that gate production releases, not ad-hoc testing.

Hands-on with at least one of LangSmith, Langfuse, Promptfoo, Ragas, or DeepEval.

Candidates with no systematic answer to evaluation should not be considered at senior level regardless of other strengths.

Cost Discipline for Production AI

Track record of measurable cost optimisation on production AI features.

Able to speak in specifics: cost per request, savings achieved through caching or model routing, context reduction decisions.

AWS Working Knowledge

Hands-on with EC2, S3, IAM, and Docker.

Comfort with CI/CD workflows and deploying AI services.

Awareness of LLM Security Failure Modes

Familiar with prompt injection patterns, understands that system prompt rules alone are insufficient, and has experience with output validation and content safety in production.

Nice to Have

• Experience with AST/tree-sitter tooling, diff-based editing systems, or compiler-adjacent work
• MCP server authoring
• Open-source AI contributions
• Published technical writing on LLM systems
• Multi-modal model experience
• Fine-tuning exposure (LoRA, QLoRA, PEFT)

Data Analysis visual tools (PowerBI, Streamlit, Dash, etc)

SQL, Python Scripting is mandatory

Cloud knowledge (AWS, etc)

Experience in BFSI domain is must.

We are seeking an experienced Senior Java Developer specializing in Spring Boot and Apache Camel to join our team. This individual will be responsible for designing, developing, and implementing robust, scalable, and high-performance applications. You will work on complex projects and integrations, leveraging Spring Boot and Apache Camel to streamline business processes and message routing.

Key Requirements:

• 5+ years of experience in Java Development, specifically with Spring Boot.
• Proven experience in using Apache Camel for integrating distributed systems.
• Solid understanding of microservices architecture and RESTful API development.
• Proficiency in Java-based middleware technologies.
• Strong knowledge of message queues (e.g., RabbitMQ, ActiveMQ, Kafka) and their integration with Apache Camel.
• Experience with cloud services such as AWS, Azure, or GCP is a plus.
• Familiarity with CI/CD pipelines and automated deployment processes.
• Experience with Agile development methodologies.
• Strong problem-solving skills and attention to detail.
• Excellent communication skills, both written and verbal.

Bonus Skills:

• Experience with Docker and Kubernetes for containerization and orchestration.
• Knowledge of Apache Kafka for event streaming.
• Experience with modern development tools like Git, Jenkins, and JIRA.

What We Offer:

• A dynamic and collaborative work environment.
• Opportunities for career advancement and skill development.
• Flexible working hours and the ability to work remotely.
• Competitive salary and benefits.

Job Title: Sales and Marketing Executive

We are seeking a dynamic and experienced Sales and Marketing Executive to join our advertising team.

Responsibilities:

- Develop and implement marketing strategies to increase brand awareness and drive sales.

- Coordinate advertising campaigns, including print, television, radio, hoardings and digital media.

- Build and maintain strong relationships with clients, vendors, and stakeholders.

Requirements:

- Minimum of 06 months of experience in marketing, retail, and sales within the advertising industry.

- Strong understanding of marketing principles and strategies.

- Excellent communication and interpersonal skills.

- Ability to work independently and as part of a team.

About Us:

Centium Consulting offers Strategic Advisory and Business Applications Implementation Consulting Services. Our focus is to ensure that our clients gain the most competitive advantage possible through the use of these applications. We are a leading provider of consulting services for NetSuite, the No. 1 Cloud Business Management Suite and offer a range of services from Strategic Advisory services to Implementation Consulting to Integration and Customization. We also offer to consult to help Salesforce customers transform their applications to the new Lightning platform, integrate Salesforce to legacy and other cloud applications and build and maintain Communities.

Role & Responsibilities: 

• SuiteScript design and development on Oracle NetSuite ERP platform
• Proficiency in SuiteScript Version 2.0 with hands-on experience in a variety of script types such as Client Scripts, User Event Scripts, Suitelets, Restless, Scheduled Scripts, Map Reduce Scripts
• Should be able to handle SuiteScript Version 1.0 script enhancements and migration to SuiteScript 2.0
• Proficiency in developing complex Saved Searches, Workflows, Work-flow action scripts
• Adequate functional knowledge of Order-to-cash, Procure-to-pay
• Basic Functional knowledge for accounting, GL impact of transactions, taxation in NetSuite
• Basic understanding of NetSuite Administration tasks.
• Should be familiar with one or more domains such as manufacturing, retail, service, Bio-pharma, government etc.

Required Qualification & Skillsets:

• B.E / BTech (IT/Computer Science / E&TC )
• Excellent verbal and written communication in English is a must
• Customer communication and handling customer coordination
• Mentoring junior developers
• Team working 
• Good Analytical ability.

What do we offer?

• Exponential growth opportunity.
• Flexible working hours.
• Opportunity to travel to US
• Fun with work
• Opportunity to work with a great talent pool.

• Act as a key point of contact to the Business Transformation Services, Business Analysis, and Functional Architecture and Solution Architecture groups throughout the implementation
• Interface with business stakeholders to determine key design/process decisions, and contribute to overall delivery plan.
• Deliver assigned tasks complete and on time as designated by the Programme Office to ensure smooth progress of the implementation.
• Contribute and take ownership for various project related tasks / planning activities as the programme evolves

• Knowledge and Practical experience of Project Management methodologies – ability to configure delivery work stream frameworks to progress timelines and delivery milestones
• Demonstrate ability in planning consulting/functional work & ownership of project outcomes

About Us

We are an AI-Powered CX Cloud that enables enterprises to transform customer experience and boost revenue with our APIs by automating and analyzing customer interactions at scale. We assist across multiple voices and non-voice channels in 30+ languages whilst coaching and training agents with minimal costs.

The problem we are solving

In comparison to worldwide norms, customer support in traditional contact centers is quite appalling, due to a high number of queries, insufficient capacity of agents and inane customer support systems, businesses struggle with a multi-fold rise in customer discontent and bounce rate, resulting in connectivity failure points between them and customers. To address this issue, IITian couple Manish and Rashi Gupta founded Rezo's AI-Powered CX Cloud for Enterprises 2018 to help businesses avoid customer churn and boost revenue without incurring financial costs by providing 24x7 real-time responses to customer inquiries with minimal human interaction.

Responsibilities:

• Serve as the lead point of contact for all customer account management matters
• Build and maintain strong, long-lasting client relationships
• Negotiate contracts and close agreements to maximize profits
• Develop trusted advisor relationships with key accounts, customer stakeholders and executive sponsors
• Ensure the timely and successful delivery of our solutions according to customer needs and objectives
• Communicate the progress of monthly/quarterly initiatives to internal and external stakeholders
• Develop new business with existing clients and/or identify areas of improvement to meet sales quotas
• Forecast and track key account metrics (e.g. quarterly sales results and annual forecasts)
• Prepare reports on account status.
• Good knowledge of SaaS and IT sales.
• Collaborate with the sales team to identify and grow opportunities within the territory
• Assist with challenging client requests or issue escalations as needed

Requirements and skills

• Proven work experience as an Account Manager, Key Account Manager, Sales Account Manager, Junior Account Manager or relevant role
• Demonstrable ability to communicate, present and influence key stakeholders at all levels of an organization, including executive and C-level
• Solid experience with CRM software and MS Office (particularly MS Excel)
• Experience delivering client-focused solutions to customer needs
• Proven ability to juggle multiple account management projects at a time, while maintaining sharp attention to detail
• Excellent listening, negotiation and presentation abilities
• Strong verbal and written communication skills
• BA/BS degree in Business Administration, Sales or a relevant field

Life at Rezo.AI

• We take transparency very seriously. Along with a full view of team goals, get a top-level view across the board with our regular town hall meetings.
• A highly inclusive work culture that promotes a relaxed, creative, and productive environment.
• Practice autonomy, open communication, and growth opportunities, while maintaining a perfect work-life balance.
• Go on company-sponsored offsites, and blow off steam with your work buddies.

Perks & Benefits

Learning is a way of life. Unlock your full potential backed with cutting-edge tools and mentor-ship

Get the best in class medical insurance, programs for taking care of your mental health, and a Contemporary Leave Policy (beyond sick leaves)

Why Us?

We are a fast-paced start-up with some of the best talents from diverse backgrounds. Working together to solve customer services problems. We believe a diverse workforce is a powerful multiplier of innovation and growth, which is key to providing our clients with the best possible service and our employees with the best possible career. Diversity makes us smarter, more competitive, and more innovative.

Explore more here

http://www.rezo.ai/" target="_blank">www.rezo.ai

About the Company

The Company is committed to providing tech-enabled solutions which aim to improve store sales and profitability for India’Corner storesres.It has product lines in distribution,staffing, logistics and distribution Technology.

Job Designation: Software Developer-Android

Job Location: Bangalore

Responsibilities- Understand and identify requirements

                               UI/UX Design

                               Coding

                               Unit Tests

                               Documentation

Qualifications : B.E (CS) or MCA

Technical skills (necessary to have): Native Android, React Native

Technical skills (good to have): good understanding of UI/UX, DSA, backend capabilities, RDBMS, php, python, Java


Regards
Team Merito

What you will be working on?

You'll be a part of the core team and will be working with the founders in building and iterating upon the core product.

How you can grow with us?

• Will be working on the bleeding edge technologies of IoT which are not usually accessible to software engineers.

• Will get exposure to IoT Hardware and Industrial Infrastructure.

• Will get to deliver on-time, quality software in the challenging domains of Energy/IoT/Automation.
  
  

We appreciate the following traits!

• Will be dealing with the web app, mobile app, frontend, backend, etc. So, you need to be flexible in getting the work done.

• Need not be proficient in all of these but you can trump any of this by being a quick learner and a hard worker.

• Should be familiar with the transition from the development phase to the deployment phase.