CPA Account Manager

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)

Job Title: Export Documentation Executive

Location: Surat, Gujarat

Experience: Minimum 2+ Years

Industry: Yarn Export & Building Materials

Job Responsibilities:

• Prepare and manage export documentation including Invoice, Packing List, BL, COO, Shipping Bill, LC documents etc.
• Coordinate with CHA, freight forwarders, shipping lines, and transporters
• Handle pre-shipment and post-shipment documentation
• Track shipments and ensure timely delivery to international clients
• Manage DGFT, EPCG, and other export compliance formalities
• Maintain export records and MIS reports
• Coordinate with production, accounts, and logistics teams
• Ensure compliance with international trade regulations
• Support buyer communication related to shipments and documents

Required Skills:

• Hands-on experience in export documentation (must)
• Exposure to yarn exports / textile exports and building material exports preferred
• Knowledge of INCOTERMS, LC, and international trade procedures
• Good command of MS Excel and documentation software
• Strong coordination and communication skills

mail updated resume with salary details-

email: etalenthire[at]gmail[dot]com

satish- 88O 27 49 743

Position: SR. WEB APPLICATION DEVELOPER 

Job Responsibilities:

• Should maintain Apache web server (LAMP & WHM/CPanel).
• Create and Maintain PHP, Laravel Based web application / HTML, CSS & JS wireframes / mockups, websites , web assets , Landing pages.
• Conceptualize original ideas that bring simplicity and user friendliness on web sites and web applications.
• Create and Maintain WordPress Websites, Plug-Ins and Themes using the latest development and deployment methodologies.
• Create and Maintain high-performance websites with SEO and SEM integrations and managing all technical aspects of the CMS.
• On time delivery - Ensuring the project is delivered on time through continual improvement.
• Quality Benchmark - Ensure that the project is delivered with best quality and with minimal bugs.
• Ensuring effective and timely communication with the project stakeholders and team members.
• Process Compliance / Adherence to style standards on fonts, colors, images, design guidelines, best practices and standards.

Job Requirements:

• Strong understanding of Apache Server with LAMP & WHM/CPanel.
• Strong understanding of php & Laravel based app development life-cycle and best practices and CMS management.
• At least 5+ years of experience working in Laravel, WordPress / HTML 5 / CSS3 / JavaScript / PHP and NodeJS technologies
• Must have experience in building and managing websites for large consulting firms or large publishing house or large content marketing company
• Strong experience in building rapid prototypes and wireframes using HTML 5 / CSS 3 / JavaScript
• Must have experience in developing responsive , multi platform , cross browser / multi resolution user interfaces and design
• Must have Basic knowledge in SEO / SEM
• Must have experience in building new themes and plugins on WordPress CMS and integration with external systems using RESTful APIs and formats (JSON, XML)
• Proficiency in ReactJS with Redux or Angular will be an added advantage
• Ability to work with business leaders / multiple teams.
• Ability to recommend intuitive user journeys / interfaces and proactively evolve product design
• Excellent communication, interpersonal, and organizational skills

SKILLS:

Laravel, WordPress , PHP , WHM/CPanel, DigitalOcean, HTML5 , CSS3 , JavaScript , Bootstrap , jQuery , RESTful APIs and formats (JSON, XML) , ReactJS with Redux , Angular, Debugging Tools , User Interface Design Concepts , Adobe Photoshop, Adobe Illustrator, SEO / SEM.

We are looking for an SDET / QA automation engineer who is ambitious, hardworking and passionate about ensuring that the products we deliver provide a great experience to the end-users.

• Test execution, test result capture and assurance on quality
• Set up automation frameworks from Integrate testing systems with the CI/CD pipeline to create a seamless process for product delivery.
• Understand business requirements clearly, develop comprehensive test cases and create automation scripts for all functionalities of the product
• Ensure effective communication of project and testing status to development and design teams
• Work collaboratively with an agile team involving constant interaction with the developers, product owners, designers and key business stakeholders

• 3+ years of experience in automation testing
• Will be a plus if has experience in a product-based company
• In-depth understanding of Java, Selenium, Cucumber, TestNG
• Excellent designing and programming
• Understanding of manual and automation testing
• A focus on detail including automated tests and documentation
• Good communication skills
• Ambitious and passionate about QA
• A great teammate and self-starter that is comfortable working in a rapidly changing environment and taking initiative with limited resources
• Comfortable managing multiple assignments with competing priorities and tight deadlines
• Experience in DevOps is a plus
• Fast learner

• Hands-on experience at a well-funded and fast-growing company
• Work side by side with founders and get as much responsibility as you can take. You are the limit!
• Huge scope for career growth in QA as the venture expands globally with multiple products
• Come join us as a young leader and let’s build a large global business

Location: Remote.

We are a cloud-based logistics resource management (LRM) platform connecting manufacturers and their carriers to automate shipment procurement, tracking and invoice reconciliation. We combine the power of shipper’s data with our progressive machine intelligence software to drive down freight costs, optimize operations, automate invoice reconciliation and analyses performance. At GoComet (www. gocomet.com), we strive to help our employees find passion and purpose. Join us in changing the way the world works We are looking for an SDET / QA automation engineer who is ambitious, hardworking and passionate about ensuring that the products we deliver provide a great experience to the end-users.

• Design and implement overall recruiting strategy- For Asst Manager
• Above only.
• Develop and update job descriptions and job specifications.
• Perform job and task analysis to document job requirements and
• objectives.
• Prepare recruitment materials and post jobs to the appropriate job
• portals and other sources.
• Source and recruit candidates by using databases, social media etc.
• Screen candidates' resumes and job applications.
• Conduct interviews using various reliable recruiting and selection
• tools/methods to filter candidates within the schedule
• Assess applicants’ relevant knowledge, skills, soft
• skills, experience and aptitudes.
• Onboard new employees in order to become fully integrated
• Monitor and apply HR recruiting best practices
• Provide analytical and well-documented recruiting reports to the
• rest of the team
• Act as a point of contact and build influential candidate
• relationships during the selection process
• Promote the company’s reputation as the “best place to work”

Glint is India’s first hyperlocal company for autocare based out of Chennai. From providing doorstep car maintenance for our customers till working closely with India’s top unicorns. We’ve created a new category of car services with cutting-edge software and best-in-class operating procedures that enables hassle free car maintenance.

At  Glint, we believe in working in a collaborative environment. We practice flat hierarchy with more transparency and good flow of information.

The Role

The customer experience team at GLINT is looking for an "sales executive" who is passionate and self driven in reaching out the leads and driving customers and financial growth for the company. 

What will you do here ?

1. Sourcing new sales opportunities by connecting with inbound leads via calls, chats and if required, via emails. 
2. Taking care of the entire onboarding process from reaching out to leads, conversation by closing sales and onboarding them into our system. 
3. Pro-actively involve in cross selling and upselling of GLINT services by understanding the customer requirements. 
4. Taking ownership on achieving both financial and onboarding targets. 
5. Closely working with the growth team by providing keysights on the quality of the leads. 

The best fit for us 

1. Atleast 1-3 years of experience in customer faced sales. 
2. Self motivated and target oriented individual with excellent communication. 
3. Passionate about closing deals and empathetic to customer requirements. 

Skills required : 

• Cold calling 
• Excellent communication 
• Negotiation skills 
• Upselling and cross selling 

Do you like to write clean and comprehensible code? Does it make you happy to talk to your team mates about solutions to technical challenges every day? Are you impressed with simple and elegant solutions that solve mind-boggling problems?

If we are describing you, please read on!

Who is QbD Software?

At QbD Software we build cloud-based technology that helps our customers in the Pharma, Biotech and Medical Devices industries manage everything quality, process and product related. Our customers make life-saving and live-enhancing products that make a difference in the world. Our technology helps them to get their products and services to market fast while complying with regulation requirements by providing them with a pre-validated SaaS solution.

What would your job be like at QbD Software?

You would be working closely with your fellow software developers, side-by-side, challenging each other on who comes up with the simplest and most elegant solution to a technical problem. You will move as one Scrum Development Team and look out for each other like seasoned team mates on a championship sports team.

Your responsibilities:

• Write clean, comprehensible, and well-documented code following our software development life cycle
• Determine operational feasibility by evaluating analysis, problem definition, requirements, solution development, and proposed solutions
• Provide information by collecting, analyzing, and summarizing development and service issues
• Review code for accuracy and functionality
• Support other software developers by providing advice and coaching
• Keep up-to-date with industry trends and technology developments

What you'll need:

• More than 8 years of experience as a software developer
• At least 4 years of experience with PHP, Laravel, SQL
• At least 2 years of experience with one of the following: AngularJS/React/VueJS
• You must be a team player
• Proactive and with a getting-things-done mindset

Why would you work for us?

At QbD Software, we care about results. If you can deliver then you belong with us. You will be working with a company with strong industry partners, a good track record with an exponential growth in the coming years, and colleagues with big hearts, sharp skills, and professional work ethic. We will allow you to work 100% remote so that you can balance your work and your personal life the way you want. Say goodbye to pointless commutes and traffic once and for all. Let's save the earth together.

solutions and with customer success team for deploying the same to customers.

2. Build & Design conversational chatbots that can be directly deployed for usage bya

large volume of customers.

3. Prepare Chabot user flows and process flows to effectively communicate interaction and

design ideas.

4. Analyze data coming from bot conversation to provide insights w.r.t processes and user

experience enhancement

5. Ensure that the customer understands the solution and receive responses to all open

questions and action items.

6. Prepare solution-related documents and specifications with the ability to write clear,

concise requirements and functional design documentation. Configure the solution,

followed by the creation, execution and maintenance of accurate and detailed test plans

for applicable testing.

7. Drives problem management and associated resolutions delivery with product

management teams.

REQUIRED SKILS

1.Pre-Sales or technical consulting with enterprise software

2. Able to understand technology practitioner - you have got your hands dirty with APIs,

technical definitions, and stitching solutions between partner ecosystems with basic REST

APIs consumption & JSON manipulation knowledge.

3. Excellent understanding of SDLC, Agile & Scrum.

4. Good knowledge of preparation of BRD, FRD, SRS, Use Case, UML, ER Diagrams & Flow

Charts.

5. Creation of user-stories and bridging the gap between the development team, client, and

project manager.
6.Requirement Gathering, Preparation of Documents, Writing Test cases, and UAT.

Job Summary
We are a startup based in Brookfield, ITPL Main Road, Bangalore. We are looking for a quality & creative Content Writer for creating engaging content as per needs.
Responsibilities and Duties

• Create, edit and proof-read copy according to the mandate expectations while meeting deadlines.

• Blog posts, Articles, Taglines, Social Media Content, Web copy, email copy, brochures, or other related marketing materials.

• Producing creative ideas for innovative campaigns

Key Skills
Must have practical knowledge of Ms-Office package, HTML Tags, CSS.
Required Experience and Qualifications

• Excellent command on the English language with a natural flair for writing, coupled with strong editing.
• Consistent in generating result oriented content that is thorough in research and comprehensive in treatment.
• Have knowledge of the Content Marketing/Digital Marketing Industry & able to deliver authoritative articles, which can be used as branding purpose.
• Proficient in SEO content development work, with a solid understanding of Social Media.
• Expertise in content updates for the company's social sites like Linkedin, Facebook, Twitter, etc.
• Ensuring ongoing improvements in content coverage and quality.
• To edit and revise existing content based on keywords.
• To develop unique, error free, grammatically correct content for client Brands.
• Flair for writing News, special stories.
• Able to create original play-free Blogs, Articles, website content, services descriptions.