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Data - AI / ML Engineer
Full-Time | On-site, Kolkata | Immediate Joining | 4+ years experience
ABOUT US
Company Name: Freeflow ventures
We are a venture building and investment firm focused on emerging markets across India, the Middle East, and Africa. We work with early-stage startups -diagnosing gaps, structuring interventions, and preparing them for investor-readiness through a proprietary data and intelligence platform.
Our platform combines automated data verification, startup scoring, and structured workflow automation to bring consistency and credibility to early-stage investment decisions. We are at an active build and expansion phase, and this role sits at the core of that infrastructure.
ROLE OVERVIEW
We are looking for a Data - AI / ML Engineer who can own both the data pipelines that bring verified information into our platform and the intelligence models that turn that information into reliable startup scores.
This is a dual-responsibility role. You will be expected to build and maintain robust data infrastructure as well as develop, calibrate, and improve machine learning models. Both are equally important to the platform.
You will work closely with the Platform Owner and alongside a Backend Engineer who owns system integrations and workflow logic. Your work produces the scored intelligence output. The Backend Engineer's work connects that output to platform actions. The two roles are tightly interdependent and require close daily collaboration, especially in the first 30 days.
Note: You are the first technical hire on the platform team. The Backend Engineer joins the same week. Clear communication, well-defined handoff points, and shared documentation between the two of you are non-negotiable from Day 1.
WHAT YOU WILL DO
Data Pipeline
- Build and maintain pipelines that collect, clean, and normalize data from multiple external sources into a consistent, usable format
- Design connector architecture that allows individual data sources to be added, swapped, or removed without rebuilding the entire pipeline
- Implement automated data quality checks that catch bad data before it reaches the scoring layer -anomaly detection, constraint enforcement, and schema validation
- Build an automated eligibility screening system that verifies whether a startup has sufficient verified data before assessment begins
- Ensure the pipeline is resilient -critical data signals must have backup sources so a single vendor failure does not disrupt platform output
- Structure data storage to support different regulatory requirements across multiple countries -data from different regions must be handled according to the rules of that region
AI and Machine Learning
- Audit the existing scoring engine before making any changes -understand what it does, how it was built, and what would be lost if it were modified
- Calibrate scoring models against real portfolio data so that scores are meaningful, consistent, and comparable across different startup types and stages
- Build confidence scoring logic that determines when the system is certain enough to act autonomously and when it should route to human review
- Ensure every model output is explainable -investors must be able to see exactly which data points drove a score, not just the final number
- Build a feedback loop so that real-world outcomes feed back into the model over time, making it progressively more accurate
- Maintain a structured data store of assessment outputs and outcomes that the model uses to improve
Working With the Backend Engineer
- Define a clear data contract at the handoff point -what data you produce, in what format, and what the Backend Engineer can expect to receive
- Collaborate on trigger logic -what score thresholds or confidence drops should fire what system actions
- Align on data schema requirements so that the APIs the Backend Engineer builds conform to the structure your pipeline produces
- Communicate blockers early -the pipeline and backend system are built simultaneously, so delays on one side directly affect the other
- Document everything you build so the Backend Engineer and Platform Owner can understand, debug, and extend it without depending on you for every question
WHAT WE ARE LOOKING FOR
Skills are divided into two categories. Must Have means the role cannot function without it. Good to Have means it gives you an edge.
Skill
Priority
Data Engineering
Building and maintaining data pipelines from multiple sources
Must Have
Data normalization and schema design
Must Have
Automated data quality validation
Must Have
API integration across different source types
Must Have
Pipeline orchestration and scheduling
Must Have
Cloud infrastructure -storage, compute, and deployment
Must Have
Version control and code documentation
Must Have
AI and Machine Learning
Building and calibrating supervised machine learning models
Must Have
Model explainability -making model outputs traceable and interpretable
Must Have
Confidence scoring and threshold calibration
Must Have
Experiment tracking and model versioning
Must Have
Building feedback loops that improve models over time using real-world outcomes
Must Have
Natural language processing or document understanding
Good to Have
Vector databases and semantic search
Good to Have
Collaboration and Context
Ability to define clear data contracts and handoff points with backend engineers
Must Have
Clear written documentation of pipeline logic, model decisions, and failure modes
Must Have
Prior experience working in or with early-stage startups
Good to Have
Exposure to financial data, investment platforms, or data verification systems
Good to Have
WHAT WE OFFER
- Competitive compensation based on experience -discussed during the interview process
- Ownership of both the data and intelligence layers from Day 1 -this is not a support or maintenance role
- Direct access to the Platform Owner and Founder
- Close collaboration with a Backend Engineer from Day 1 -the two roles are designed to work as a unit
- Work on a genuinely novel problem in an emerging market context
- On-site Kolkata with a small, high-accountability team
- Opportunity to scale the platform across multiple international markets
MUST HAVE EXPERIENCE IN DEFENCE DOMAIN
a) Design and Modelling:
§ Create detailed 2D and 3D CAD designs of components and systems using tools such as SolidWorks- preferred or NX CAD, AutoCAD, or CATIA.
§ Develop and refine engineering drawings for manufacturing and assembly.
§ Ensure designs meet technical specifications, functional requirements, and industry standards.
b) Prototyping and Testing
§ Collaborate with the R&D team to develop and test prototypes.
§ Perform feasibility studies and stress analyses using simulation tools or manual methods.
§ Identify and address design issues during testing and validation phases.
c) Process Optimization
§ Work closely with manufacturing teams to ensure designs are optimized for production
§ Implement Design for Manufacturing (DFM) and Design for Assembly (DFA) principles in projects.
§ Continuously improve existing designs to enhance performance and cost efficiency.
d) Collaboration and Documentation
§ Collaborate with multidisciplinary teams, including mechanical, electrical, and software engineers.
§ Prepare technical documentation, including engineering reports, specifications, and design records.
§ Support project planning and provide inputs for timelines and resource requirements
Role Overview
Credit Samadhaan is seeking a Sales Executive responsible for onboarding Credit Samadhaan Kendra Partners through structured inbound and outbound sales efforts. The role focuses on lead conversion, partner relationship management, and achieving monthly onboarding targets while maintaining ethical sales practices.
Key Responsibilities
Sales & Lead Engagement
Inbound and outbound communication to potential partners from the company database and marketing leads.
Understand lead requirements and evaluate suitability for Credit Samadhaan Kendra partnership.
Clearly and ethically explain Credit Samadhaan’s services, Kendra model, and value proposition.
Invite leads to webinars, demos, and credit awareness sessions, followed by structured closure activities.
Convert qualified leads into paid Credit Samadhaan Kendra Partners.
📢 Job Title: VIP Product Counsellor – Domestic Telesales
📍 Location: Sakinaka, Andheri East, Mumbai – 400072
💼 Role Overview:
We are hiring energetic and passionate Telesales professionals to join our VIP India team. As a VIP Product Counsellor, you’ll be responsible for connecting with potential customers, explaining our premium services, and converting leads into paid memberships.
This is a walk-in opportunity with on-the-spot interviews and offers!
🔍 Key Responsibilities:
- Make outbound calls to potential customers and convert leads into subscriptions.
- Build rapport and maintain strong customer relationships.
- Achieve sales targets and maximize revenue through consultative selling.
- Maintain accurate records of interactions using CRM tools.
🎯 Candidate Requirements:
- Minimum Experience: 6+ months in Telesales / Collections / Voice Process (BPO preferred).
- Language Proficiency: Basic English + any regional language:
- Punjabi, Tamil, Telugu, Kannada, Bengali, Gujarati, Malayalam
- Strong communication and persuasion skills.
- Confidence in phone-based conversations and objection handling.
💰 Compensation & Benefits:
- Salary: ₹25,000 – ₹30,000 In-Hand
- Linguistic Role: Up to ₹35,000 In-Hand
- Incentives: Unlimited performance-based incentives
- Work Schedule: 10:00 AM – 7:00 PM (1 rotational weekly off)
✅ Perks:
- Spot Offers (2 Rounds of Interview on the Same Day)
- Excellent incentives & recognition structure
- Growth-oriented career path in one of India’s leading matchmaking platforms
- Professional work environment at a reputed brand
What We’re Looking For
- 4+ years of backend development experience in scalable web applications.
- Strong expertise in Python, Django ORM, and RESTful API design.
- Familiarity with relational databases like PostgreSQL and MySQL databases
- Comfortable working in a startup environment with multiple priorities.
- Understanding of cloud-native architectures and SaaS models.
- Strong ownership mindset and ability to work with minimal supervision.
- Excellent communication and teamwork skills.
We are looking for "Software Engineer (Angular)" for Reputed Client @ Bangalore Permanent Role.
Experience: 2- 4 yrs
1.Roles & Responsibilities:
• Design, develop, and unit test applications in accordance with established standards.
• Preparing reports, manuals and other documentation on the status, operation and maintenance of software.
• Analyzing and resolving technical and application problems
• Adhering to high-quality development principles while delivering solutions on-time
• Providing third-level support to business users.
• Compliance of process and quality management standards
• Understanding and implementation of SDLC process
2.Technical Skills:
Primary Skills
• 4+ years experience in C#
• Minimum 2-3 years of experience in Angular 8 (2+) version with Type Script and JavaScript, HTML5, CSS3 and dotnet core
• Minimum 2-3 years of experience with Web API, Entity Frame work and Linq Queries
• Must have a good exposure on query writing and DB management for writing stored procedures/ user-defined functions
• Should be able to understand the Functional Specifications and Technical Specifications and develop the application as per the specification provided.
Secondary Skills
• Minimum 1-3 years of experience on UI development using Bootstrap and Responsive Pages
• Should have a solid understanding of the SDLC processes (Design, Construction, Testing, Deployment)
• Test Driven development using Nunit, Jasmine and Protractor
• Proven experience of delivering on-time and with quality
• Should have good unit testing skills to review his own development and identify all the defects and get it fixed before releasing the code
Desired Skills
• Should have experience in developing ERP applications or Database Intensive Data Entry applications.
• Been on a support role for a period of 2 years or more
• Hands on experience of configuration management and version maintenance
• Prior experience of working in the shipping domain
• Hand on experience in writing technical specifications
• Should have skills to quickly learn the Business Process and understand the overall project scope.
• Full stack developers with experience in Developing products with Angular and C# APIs, from ground-up will be a plus.
3.Abilty:
• Excellent Communication Skills
• Good conceptualization skills
• Strong Visualization ability
• On time escalation
• Initiation
• Ownership and accountability
• Analytical ability
• Quality Oriented
• Problem solving
Hiring PF ESIC Medical Check-up Time Keeping Policies Government Compliances arranging Interview Hiring PF ESIC Medical Check-up Time Keeping Policies Government Compliances arranging Interview
Role : SRE
Experience : 4 - 8 Years
- Experience in building, deploying and operating cloud solutions on Kubernetes
- Strong expertise administrating and scaling Kubernetes on bare metal and CKA preferred
- Expertise on K8s Interfaces CNI, CSI, CRI and Service meshe
- Hands-on experience as a DevOps or Automation development
- Demonstrable knowledge of TCP/IP, Linux operating system internals, filesystems, disk/storage technologies and storage protocols.
- Experience working with Helm Charts and building out Infrastructure As Code (IaC)
- Experience in writing software to automate orchestration tasks at scale; we commonly use Python, Go, and Shell scripting
- Knowledge of systems (Linux, GNU tooling), networking (OSI model, DNS, routing) and virtualization vs containerization
- Expertise in CI/CD tooling for cloud-based applications specifically Terraform / CloudFormation, Jenkins and Git
- Architected CNF Orchestration with Kubernetes
- Strong understanding of the principles of 12-factor apps and modern containerized microservices
- Plan for reliability by designing systems to work across our multi-region and multi-cloud environments
- Experience developing and using Application & Integration stacks/tools such as Kafka, Spring Cloud, Apache Camel, Kubernetes, Docker, Redis, Knative, and NoSQL
- Elicits, analyzes, specifies, and validates the business needs of stakeholders, be they customers or end-users.
- Proven experience with writing business documents such as proposals, Statement of work, and technical requirements analysis, elicitation, modeling, verification, and methodology development
- Demonstrated project management skills and project management software skills, including planning, organizing, and managing resources
- Collaborates with the client, Tech Head(s), and Dev Team to determine project scope, vision, challenges, risks, and assumptions
- Clearly identify and periodically document project stakeholders and establish customer groups, as well as their characteristics.
- Conducts interviews to gather customer requirements via workshops, questionnaires, surveys, site visits, workflow storyboards, use cases, scenarios, and other methods.
- Identifies and establishes scope and parameters of requirements analysis on a project-by-project basis to define project impact, outcome criteria, and metrics.
- Works with stakeholders and the project teams to prioritize collected requirements using Agile methodologies.
- Researches, reviews, and analyzes the effectiveness and efficiency of existing requirements-gathering processes and develop strategies for enhancing or further leveraging these processes.
- Analyzes and verifies requirements for completeness, consistency, comprehensibility, feasibility, and conformity to standards.
- Translates conceptual customer requirements into functional requirements in a clear manner that is comprehensible to developers/project team.
- Creates process models, specifications, diagrams, and charts to provide direction to developers and/or the project team.
- Develops and conducts peer reviews of the business requirements to ensure that requirement specifications are accurately interpreted.
- Assists with the interpretation of customer requirements into feasible options, and communicating these back to the business stakeholders.
- Manages and tracks the status of requirements throughout the project lifecycle; enforce and redefine as necessary.
- Communicates changes, enhancements, and modifications of business requirements — verbally or through written documentation — to project managers, sponsors, and other stakeholders so that issues and solutions are understood.
- Getting project sign off from stakeholders upon completion of a phase/project
- Ensure adherence towards PMO and CMMI processes
- Helps PMO in process enhancement, roll-out, tracking, and reporting
- Demonstrated project management skills and project management software skills, including planning, organizing, and managing resources
- Provides guidance and/or instruction to junior staff members.
We, Chilton Refrigeration Pvt Ltd, are an innovation focused refrigeration-based manufacturing company based at Kochi, Kerala. Chilton has 6 patents to its credit and has started the second manufacturing base in Gujarat, Ahmedabad. Recently, we have launched our newest patented product-Hot water Air Conditioner.
We are growing aggressively in the states of Gujarat, Maharashtra, Andhra Pradesh, Telangana, Tamil Nadu and Karnataka and are looking for Sales Engineer who can support us and be the driving force in our sales and customer relations. Apart from this, you get the opportunity for career growth within company.
Key responsibilities:
- Identify market opportunities to generate new business with a willingness to travel on daily basis
- Conduct professional presentations and seminars for client
- Prepare and present winning technical and pricing proposals coordinating with technical team
- Achieve sales revenue and gross margin to meet with monthly and yearly targets
- Do customer follow-ups and close customer complaints in short period
- Provide technical advice in product design and system integration solution independently
- Provide inputs to Manager on lost customer analysis on weekly/ monthly basis.
- Provide regular reports to reporting manager though designated apps
- Payment / Relevant documents collection / recovery, commercial closing of orders independently
Who can apply?
To be successful in this role, you must have a proven ability selling industrial products to industries like Pharma , Food and Beverages , Plastic etc . A strong technical understanding of products and their application to facilities is critical.
Must be willing to travel PAN India
Must have a Bachelor’s degree BE / B.Tech or equivalent in Electrical or Mechanical Engineering









