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About Sentiaflow

Sentiaflow is an AI engineering and IT services company building production-grade agentic AI systems, sitting at the intersection of LLMs and real business operations — data, APIs, permissions, workflow state, human decisions, security, and measurable outcomes. Our initial domain focus is healthcare, particularly clinical trials, where reliability, traceability, and clear human-decision boundaries matter more than a slick demo.

Job Description

As a Level 1 engineer, you'll implement bounded parts of a production agentic workflow under an Agent Captain or senior engineer, connecting models to application services, tools, data sources, and human approval points.

You will:

• Translate a scoped business workflow into typed inputs, outputs, states, actions, and escalation paths
• Build backend services and tool integrations (Node.js/TypeScript or Python)
• Use LLMs only where model judgment adds value; keep rules, validation, authorization, and workflow control in deterministic code
• Design and validate structured model outputs before they touch downstream systems
• Handle partial data, tool failures, duplicate events, retries, timeouts, rate limits
• Add logging, traces, metrics, and decision records for diagnosability
• Write tests and evaluation cases that check whether the full workflow behaves correctly — not just whether output sounds fluent
• Protect sensitive data; participate in code, design, and release-readiness reviews
• Explain implementation trade-offs clearly to engineers and stakeholders

Success in 6 months: own a bounded workflow module end-to-end, integrate models without letting probabilistic output bypass deterministic controls, produce release-ready evaluation evidence, and diagnose cross-boundary failures with less supervision.

Desired Skills

• Approximately 3–6 years hands-on backend/application engineering experience, with demonstrable hands-on work building agentic systems — not just calling an LLM API from a backend service
• LangGraph (or comparable agent orchestration framework) experience is required — building multi-step, stateful agent workflows with conditional branching, tool-calling loops, and recovery/retry logic, not a single-prompt wrapper
• Deep RAG experience, including:
• Chunking strategy design, embedding model selection, and retrieval evaluation (not just "connected a vector DB")
• Hybrid search (dense + sparse/keyword), re-ranking, and query rewriting/decomposition
• Handling retrieval failure modes: irrelevant context, stale data, contradictory sources, citation/grounding accuracy
• Measuring RAG quality (precision/recall on retrieval, faithfulness/groundedness of generation) — not eyeballing outputs
• Experience designing agent state machines / workflow graphs: tool selection, planning loops, human-in-the-loop interrupts, checkpointing, and state persistence across long-running workflows
• Strong programming in JS/TypeScript (preferred), Python, Java, C#, or Go
• Solid grasp of API design, databases, async processing, auth, testing, deployment
• Comfort reasoning about state, retries, idempotency, concurrency, permissions, audit trails, failure recovery
• Real production debugging experience, not just greenfield builds
• Clear technical communication

We're looking for engineers who've actually built and tuned agentic/RAG systems in production — not those who've only wired together frameworks or prompted an LLM API.

Nice to have: experience with other orchestration frameworks (CrewAI, AutoGen, custom state machines), observability/eval tooling (LangSmith, Langfuse, custom trace pipelines), healthcare or regulated-industry background. Bachelors from IIT or NIT highly preferred.

Agent Application Engineer (Backend / Agentic AI) — Level 1

About Sentiaflow

Sentiaflow is an AI engineering and IT services company that designs and delivers production-grade agentic AI systems. We work at the point where large language models meet real business operations: data, APIs, permissions, workflow state, human decisions, security, evaluation, and measurable outcomes.

Our initial domain focus is healthcare, particularly clinical trials and related operational workflows. These are environments where an impressive demo is not enough. A system must be dependable, traceable, appropriately controlled, and clear about when a human must make the decision.

We are building a specialised engineering organisation across three disciplines:

• Agent Application Engineering
• Agent Platform & Evaluation Engineering
• Applied AI & Model Engineering

The Role

We are hiring strong backend or application engineers who want to specialise in building agentic AI applications. You do not need to arrive with several years of "agent engineer" experience. We are more interested in whether you have built real software, understand how production systems fail, and can learn to use models inside controlled business workflows.

As a Level 1 Agent Application Engineer, you will implement bounded parts of a production workflow under the guidance of an Agent Captain or senior engineer. Your work will connect models to application services, tools, data sources, and human approval points. You will be expected to make every important step observable, testable, and recoverable.

This is not a prompt-writing position, and it is not a generic chatbot role. It is an application engineering role for systems in which some decisions are probabilistic, while the surrounding controls must remain deterministic.

What You Will Work On

The specific client problem will vary, but typical work may include:

• Converting a clinical-operations signal into a bounded workflow that gathers evidence, analyses likely causes, presents options, and routes a recommendation to an authorised person.
• Building services that extract or structure information from trial documents and pass the result through validation and human review.
• Integrating agent workflows with internal APIs, databases, document systems, notification services, and client platforms.
• Implementing workflow state, recovery behaviour, approval gates, permissions, traceability, and scenario-based evaluations.

The work concerns operational decision support and workflow execution. It does not delegate clinical judgment or patient-care decisions to an autonomous model.

What You Will Be Responsible For

• Translate a clearly scoped business workflow into typed inputs, outputs, states, actions, and escalation paths.
• Build reliable application services and tool integrations using Node.js/TypeScript or Python.
• Use an LLM only where model judgment adds value; implement rules, validation, authorisation, and workflow control in deterministic code.
• Design structured model outputs and validate them before they can affect downstream systems.
• Handle partial data, unavailable tools, duplicate events, retries, time-outs, rate limits, and other normal production failure modes.
• Add logging, traces, metrics, and decision records that make the workflow diagnosable.
• Create tests and evaluation cases that measure whether the complete workflow behaves correctly—not merely whether an answer sounds fluent.
• Protect sensitive information and participate in code, design, failure-analysis, and release-readiness reviews.
• Explain your implementation and its trade-offs clearly to engineers, delivery leads, and client stakeholders.

At Level 1, you will not be expected to define the entire client architecture alone. You will be expected to own your assigned module, ask precise questions, surface risks early, and bring it to a production-ready standard with senior review.

What We Are Looking For

Essential Experience

• Approximately 3–6 years of hands-on backend or application engineering experience.
• Evidence that you have built or materially owned production APIs, services, data flows, integrations, or workflow-heavy applications.
• Strong programming ability in JavaScript/TypeScript, Python, Java, C#, Go, or a comparable backend language. Our preference is Node.js/TypeScript, but engineering depth matters more than language loyalty.
• Practical understanding of API design, databases, asynchronous processing, authentication and authorisation, testing, and deployment.
• Ability to reason clearly about state, retries, idempotency, concurrency, permissions, audit trails, and failure recovery.
• Experience debugging real production behaviour rather than only building greenfield demonstrations.
• Clear written and verbal communication, including the ability to explain technical trade-offs without hiding behind framework terminology.

Useful, but Not Mandatory

• Experience integrating LLM or machine-learning capabilities into an application.
• Experience with event-driven systems, state machines, workflow engines, observability, evaluation harnesses, or production incident analysis.
• Experience in healthcare, life sciences, clinical trials, or another regulated or audit-sensitive environment.

Healthcare or clinical-trials experience is preferred, not required at Level 1. We would rather hire a strong production engineer who can learn the domain than a candidate who knows the vocabulary but cannot build dependable systems.

What Does Not Qualify by Itself

Any of the following may be useful experience, but none is sufficient on its own:

• A chatbot or "chat with your documents" application.
• A RAG demonstration built primarily by connecting frameworks.
• A list of AI tools, model names, courses, certificates, or prompt-engineering techniques.
• An application that works in a demo but has no clear handling of permissions, failures, evaluation, or production operations.

How We Will Assess Fit

Our evaluation is designed to identify engineering judgment without asking you to build unpaid project work. We will focus on:

• A structured discussion of a production system you have worked on.
• Questions grounded in your own CV and claimed experience.
• A realistic workflow scenario covering system boundaries, evidence, controls, failure modes, and testing.
• Backend fundamentals and how you would apply them to an AI-enabled workflow.

You are NOT expected to have built a clinical-trials agent before applying.

What Success Looks Like

Within your first six months, you should be able to:

• Implement a bounded agent-workflow module from an agreed design and take responsibility for its quality.
• Integrate models and tools without allowing probabilistic output to bypass deterministic controls.
• Produce traces, tests, and evaluation evidence that support a release decision.
• Diagnose failures across application, tool, data, and model boundaries with progressively less supervision.
• Explain the workflow to a client or domain stakeholder in clear operational language.

Consistent performance at this level creates a path towards Level 2 — Independent Delivery Engineer, where you own a production workflow end to end, including discovery, architecture, integrations, evaluation, failure handling, and release readiness.

Why You Should Join Us

• Build the real systems behind agentic AI. You will work beyond demos and wrappers on the engineering problems that determine whether an AI workflow can operate in production.
• Develop a scarce, durable specialisation. Sentiaflow offers a defined progression across application engineering, platform and evaluation, and applied AI—not a vague instruction to "learn AI."
• Work on consequential operational problems. Clinical-trials workflows demand evidence, traceability, human accountability, and reliable execution.
• Learn through delivery with experienced review. You will own meaningful engineering work while receiving architectural and domain guidance appropriate to your level.
• Influence how the discipline is built. We are at an early stage, so strong engineers will help shape our methods, reusable assets, quality standards, and engineering culture.

ESSENTIAL EXPERIENCE 

1.   3.5 to 12-14 years of experience as a Software Developer.

2.   Experience in .Net technologies - C#, ASP.net is must.

3.   Experience in developing REST based PAPIs.

4.   Experience in building web user interface.

5.   Good to have experience in developing single page apps using modern JS framework.

6.   Skills in cross browser development.

7.   Understanding of Agile methodology.

8.   Excellent trouble shooting and communication skills.

9.   Knowledge of Azure will be an added advantage. 

JOB DESCRIPTION

1. Developing and implementing web-based applications using .Net technology and MS-SQL.
2. Developing front end with highly responsive user interface concept using React concept.
3. Identifying web-based user interaction.
4. Participate in requirement analysis.
5. Collaborate with internal teams and positive mindset to help and seek help.
6. Documentation of application development changes and updates. 

Should have knowledge of web frameworks, such as Django, HTML and CSS and Python programming language.

Should have relevant work experience in coding and web development.
Good knowledge of Python and Django
Good knowledge of HTML5, CSS3 and Javascript,
Good knowledge of MY SQL database
Knowledge of Django REST framework, API.

Education Qualification- bachelor's degree in computer science, information management systems or a related field.

Work Experience - 1 to 2 years (Required)

Job Type: Full-time

Salary: ₹15,000.00 - ₹25,000.00 per month

Senior Dotnet Developer

About the Company:

TransformHub is a An ISO 27001 certified Company adhering to a Gold standard in Information Security. It is multi-award-winning Global Digital Solutions company providing a full suite of digital transformation & product engineering services to enterprises, product companies & new-age start-ups. We have our presence in Singapore, USA, Canada, Middle East, UK and India. Our mission is to become a preferred partner to enterprises for growth and innovation in the digital age. TransformHub combines Strategy, Experience, and Technology at every stage of the engagement model to build human-centered digital platforms & channels. Our expertise lies around the 6 building blocks for Digitization - Product Engineering, Mobility, Enterprise Integrations, Data & Analytics, Cloud & DevOps, Intelligent Automation. With a large and ever-growing team of digitally ready consultants, the company helps its clients to grow and stay ahead of their competition. TransformHub has been featured into leading magazines like IndustryWired and CIOReview as Top 10 Digital Transformation Providers.

Responsibilities 

• Develop new applications or make enhancements to existing applications. 
• Analyze user requests and assist with design activities. 
• Collaborate with Client and translate business requirements into well-designed technical solutions. 
• Develop components based on business and/or application requirements. 
• Manage and assist with the completion of specific projects. This includes the development of web applications and web services. 
• Support applications and provide upgrades and maintenance as needed. 
• Assist software personnel in handling project related work and other requirements 
• Create and maintain documentation for application coding and project development. 
   

   Requirements  

• Familiarity with the .NET framework, C#, SQL Server database and design/architectural patterns 
• 5+ years of experience in .NET Technology Stack 
• Experience in designing databases with Microsoft SQL Server and building Web APIs 
• Excellent troubleshooting and communication skills 
• Experience working in an Agile environment (e.g. Scrum, Kanban) required. 
• Good knowledge of modern software design principles, concepts, and practices. 

Company Profile

Prescinto is a VC funded SaaS company in the renewable energy space enabling digital transformation for customers across the globe.

Prescinto provides solutions to improve power generation for Renewable energy power plants by identifying areas of underperformance and lost generation opportunities through patent pending methodologies; systematically addressing these through an automated workflow system to improve power generation for our customers.

 This is achieved by leveraging the IoT and Analytics platform built to collect high frequency data from distributed renewable energy assets and the comprehensive data lake.

 Roles & Responsibilities

 You are responsible for understanding the product architecture and Design laid out by the Architect and Develop product features in alignment with the architecture.

Product is built on Microsoft stack with Angular 11, .NET and data residing in MS SQL Server and InfluxDB, mobile application built on Flutter and data lake deployed on Azure environment. It extensively uses multi-threading for parallel processing, stored procedures for data access and leverages time-series database for storing high frequency equipment data.

In this role, you should be able to work independently as well as work with vendor and junior members to collaboratively build the features and take them to production. You need to be both a big picture thinker and in-depth problem solver, your knowledge and skills are both broad and deep.

Do you take pride in building customer centric functionalities with an eye on performance? Are you remembered for the quality of your code? This position is for you.

Desired Skills & Experience

• 8+ years of Product development experience of which at least 2 years should comprise of working independently with minimal supervision and guidance
• Experience with at least one full cycle development of product features from requirements to Production deployment to Post production support is critical
• Excellent Programming Skills using C#, WPF, MVVM, Winforms, .NET Framework, Windows Communication Foundation (WCF), ASP.net web api, SQL Server, Store Procedure, Triggers
• Solid Understanding of Multi-Threading and Parallel Programming
• Excellent understanding of Windows Operating System Internals (Process, Threads, Memory Management).
• Clear understanding of OOP and OOAD
• Excellent application debugging skills using Visual Studio Debugger
• Strong knowledge in design patterns, data structures and algorithms
• Experienced in developing Windows desktop applications
• Ability to work independently and be self-driven
• Should have knowledge on code repositories like SVN, GitHub etc and Agile tools like JIRA
• Should have excellent communication skills, excellent analytical and problem-solving skills
• Have working experience in Test-driven Development and Test Automation experience in third party control like DevExpress, Telerik WPF controls
• Experience building a SaaS product preferable
• Startup experience preferable

WhiteSnow Software Consultancy Pvt Ltd, Pune

Job Description Document

Joining: Jan 2021

Designation: .Net Developer

Job Brief: We are looking for a Windows Applications Developer who possesses a passion for pushing mobile technologies to the limits. Who will design and code functional programs and applications.

Roles and Responsibility:

• Programmer to develop stand-alone Windows application
• Focus on development of software life cycle.
• Bug fixing and improving application performance
• Design and build advanced applications for the Windows platform
• Collaborate with cross-functional teams to define, design, and ship new features
• Coordinate efforts with other developers, plan high level architecture for solutions, code software to spec, track and resolve software defects.
• Understanding client requirements and how they translate to new application features
• Collaborating with development team and other IT staff to set specifications for new applications
• Write high quality source code to program complete applications within deadlines
• Perform unit and integration testing before launch
• Conduct functional and non-functional testing
• Troubleshoot and debug applications
• Evaluate existing applications to reprogram, update and add new features
• Develop technical documents and handbooks to accurately represent application design and code
• In-depth knowledge in basic frameworks to create user interfaces faster and easier.

Requirements:

• Proven experience of 1 to 5 years as windows application developer
• C#, .NET Core, .NET Web API, JSON, XML. Knowledge of WMI classes
• Should be expertise in Windows Phone and Windows 8/8.1 development.
• In-depth knowledge of programming for diverse operating systems and platforms using development tools
• Have published at least one original Windows app
• Excellent understanding of software design and programming principles.
• A https://resources.workable.com/team-player-interview-questions">team player with excellent communication skills
• Analytical thinking and problem-solving capability
• Great attention to detail and time-management skills
• BSc/BA/BE/Btech. in computer science or relevant field; MSc/MA will be appreciated
• Certified application developer is a plus

Key Skills: C#, .Net core, Web API, Angular (Added advantage)

Job Description Form:

• Name of company: WhiteSnow Software Consultancy Pvt Ltd
• Website of the Company: https://whitesnow.com/">https://whitesnow.com
• Address of the Company: 3rd & 4th Floor, Serene Tower, Pakharbaug Society, Bavdhan, Pune, Maharashtra 411021.

       Landmark: lane between Wadapav cafe and Krushna sweets

• Name of the Talent Acquisition Head : Dhanashri Lokhande
• Nature of Job: Full time
• Location/s of Work: Bavdhan, Pune
• Branches considered: Electronics and Telecommunication, Electronics, Computer, Information Technology, BCA, MCA
• Eligibility Criteria:  No criteria [Live ATKT Considered : No]
• Salary Offer p.a.: 3.00L p.a to 5.00L p.a
• Bond: No
• Selection Process:-

Interview process:   1. Brain test.

1. Technical interview

Mandatory Skills:

1. Good Coding Skills
2. Hands on Experience on C#
3. Indexer
4. Object Oriented concepts using C#
5. Linq
6. Generics
7. Delegates
8. File IO
9. GAC concepts
10. MVC
11. Entity framework
12. .Net Core Concepts
13. Web-API
14. Sql Queries

Secondary Skills:

• Knowledge of Angular/React/Vue/Java Script/ Type Script
• Knowledge of HTML and CSS
• SQL Server and PL/SQL
• Understanding of Design Patterns

Interpersonal Skills:

1. Good in communications (Verbal and Written)
2. Should have worked individually or in team

Job Description: