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A Business Architect is responsible for designing and aligning business strategies and operations with the organization's overall goals and objectives.

Roles and Responsibilities:

1.    Designing and implementing business strategies: Business Architects are responsible for developing and implementing business strategies that align with the organization's goals and objectives. They identify areas for improvement, design solutions, and work with stakeholders to implement changes.

2.    Aligning business processes: Business Architects ensure that business processes are aligned with the organization's overall goals and objectives. They identify areas for improvement and design processes that support efficient and effective operations.

3.    Developing and implementing business architecture: Business Architects develop and implement business architecture that aligns with the organization's goals and objectives. They define the organization's structure, systems, processes, and technology, ensuring that they are aligned with the business strategy.

4.    Analyzing business requirements: Business Architects analyze business requirements to identify opportunities for improvement. They work with stakeholders to define requirements and design solutions that meet those requirements.

5.    Leading cross-functional teams: Business Architects lead cross-functional teams, bringing together stakeholders from different departments to design and implement solutions that support the organization's goals and objectives.

6.    Communicating with stakeholders: Business Architects communicate with stakeholders to understand their needs and expectations, and to keep them informed of progress and changes. They work with stakeholders to ensure that solutions meet their requirements and expectations.

7.    Managing change: Business Architects manage change by identifying potential roadblocks and developing strategies to mitigate them. They work with stakeholders to implement changes and ensure that they are adopted effectively.

8.    Continuously improving processes: Business Architects are responsible for continuously improving processes to ensure that they remain aligned with the organization's goals and objectives. They identify areas for improvement, design solutions, and work with stakeholders to implement changes

Overall, a Business Architect plays a critical role in designing and implementing strategies, processes, and systems that support the organization's goals and objectives. They work closely with stakeholders across the organization, leading cross-functional teams and managing change to ensure that solutions are effective and efficient.

Total exp: 8-10 years

 Rel exp: 5 years (Business analysis, Management consulting)

 Location: Chennai

 Salary package: 22-25 LPA (on average)

Key Responsibilities

• Develop and maintain applications using Java 8/11/17, Spring Boot, and REST APIs.
• Design and implement microservices and backend components.
• Work with SQL/NoSQL databases, API integrations, and performance optimization.
• Collaborate with cross-functional teams and participate in code reviews.
• Deploy applications using CI/CD, Docker, Kubernetes, and cloud platforms (AWS/Azure/GCP).

Skills Required

• Strong in Core Java, OOPS, multithreading, collections.
• Hands-on with Spring Boot, Hibernate/JPA, Microservices.
• Experience with REST APIs, Git, and CI/CD pipelines.
• Knowledge of Docker/Kubernetes and cloud basics.
• Good understanding of database queries and performance tuning.

Nice to Have:

• Experience with messaging systems (Kafka/RabbitMQ).
• Basic frontend understanding (React/Angular).

🎯 Ideal Candidate Profile:

This role requires a seasoned engineer/scientist with a strong academic background from a premier institution and significant hands-on experience in deep learning (specifically image processing) within a hardware or product manufacturing environment.

📋 Must-Have Requirements:

Experience & Education Combinations:

Candidates must meet one of the following criteria:

• Doctorate (PhD) + 2 years of related work experience
• Master's Degree + 5 years of related work experience
• Bachelor's Degree + 7 years of related work experience

Technical Skills:

• Minimum 5 years of hands-on experience in all of the following:
• Python
• Deep Learning (DL)
• Machine Learning (ML)
• Algorithm Development
• Image Processing
• 3.5 to 4 years of strong proficiency with PyTorch OR TensorFlow / Keras.

Industry & Institute:

• Education: Must be from a premier institute (IIT, IISC, IIIT, NIT, BITS) or a recognized regional tier 1 college.
• Industry: Current or past experience in a Product, Semiconductor, or Hardware Manufacturing company is mandatory.
• Preference: Candidates from engineering product companies are strongly preferred.

ℹ️ Additional Role Details:

• Interview Process: 3 technical rounds followed by 1 HR round.
• Work Model: Hybrid (requiring 3 days per week in the office).

Based on the job description you provided, here is a detailed breakdown of the Required Skills and Qualifications for this AI/ML/LLM role, formatted for clarity.

📝 Required Skills and Competencies:

💻 Programming & ML Prototyping:

• Strong Proficiency: Python, Data Structures, and Algorithms.
• Hands-on Experience: NumPy, Pandas, Scikit-learn (for ML prototyping).

🤖 Machine Learning Frameworks:

• Core Concepts: Solid understanding of:
• Supervised/Unsupervised Learning
• Regularization
• Feature Engineering
• Model Selection
• Cross-Validation
• Ensemble Methods: Experience with models like XGBoost and LightGBM.

🧠 Deep Learning Techniques:

• Frameworks: Proficiency with PyTorch OR TensorFlow / Keras.
• Architectures: Knowledge of:
• Convolutional Neural Networks (CNNs)
• Recurrent Neural Networks (RNNs)
• Long Short-Term Memory networks (LSTMs)
• Transformers
• Attention Mechanisms
• Optimization: Familiarity with optimization techniques (e.g., Adam, SGD), Dropout, and Batch Normalization.

💬 LLMs & RAG (Retrieval-Augmented Generation):

• Hugging Face: Experience with the Transformers library (tokenizers, embeddings, model fine-tuning).
• Vector Databases: Familiarity with Milvus, FAISS, Pinecone, or ElasticSearch.
• Advanced Techniques: Proficiency in:
• Prompt Engineering
• Function/Tool Calling
• JSON Schema Outputs

🛠️ Data & Tools:

• Data Management: SQL fundamentals; exposure to data wrangling and pipelines.
• Tools: Experience with Git/GitHub, Jupyter, and basic Docker.

🎓 Minimum Qualifications (Experience & Education Combinations):

Candidates must have experience building AI systems/solutions with Machine Learning, Deep Learning, and LLMs, meeting one of the following criteria:

• Doctorate (Academic) Degree + 2 years of related work experience.
• Master's Level Degree + 5 years of related work experience.
• Bachelor's Level Degree + 7 years of related work experience.

⭐ Preferred Traits and Mindset:

• Academic Foundation: Solid academic background with strong applied ML/DL exposure.
• Curiosity: Eagerness to learn cutting-edge AI and willingness to experiment.
• Communication: Clear communicator who can explain ML/LLM trade-offs simply.
• Ownership: Strong problem-solving and ownership mindset.

Company Name: LMES Academy Private Limited

Website: https://lmes.in/

Linkedin: https://www.linkedin.com/company/lmes-academy/mycompany/

Role: Business Development Executive

Experience: 0.6 to 5 Years

Location: Urapakkam, Chennai, Tamil Nadu.

Company Description:

We are an EduTech based out of Chennai aimed at simplifying science and promote conceptual learning among students. To create a natural passion for science among students thereby encourage pursuing science and technology as a profession driven through innovation, is our vision! Currently we organize science workshops for school students in the name of Big Bang and we have plans to expand our company this year.

Role Description:

We are looking for an experienced “Business Development Executive” to join our team! As a Business Development Executive, you will be responsible for strategic and operational business development.

Roles and Responsibilities:

 Developing and executing sales plans to meet and exceed monthly and quarterly sales goals

 Growing business through the development of new leads and new contacts

 Identifying new revenue opportunities

 Building business relationships with current and potential clients

 Developing and executing sales and marketing strategies to grow business

 Maintaining and updating sales, marketing and business development documentation

 Collaborating with management on sales goals

 Support the team with other responsibilities as required

Requirements and Qualifications:

 Minimum of a Bachelor’s Degree in Business, Marketing, Finance or similar field

 Minimum of 0.6 years of experience in sales, business development or similar role

 Proficiency in MS Office

 Experience in managing and growing sales teams

 Excellent multitasking skills

 Ability to prioritize tasks

 Excellent verbal and written communication skills

 Ability to present and explain ideas to a variety of audiences

 Strong organizational and time management skills

 Ability to work under pressure

 Strong customer service skills

 Ability to sell value and create credibility

 Ability to maintain a high level of professionalism and confidentiality

 Enthusiastic to build good relationships with people

 Ability to work well in a team environment

● Generate loan leads from the partnered institutions, open market and through different channels on the field.
● Develop and maintain relationships with partnered institutions and repeat business
and referral/s.
● Arrange and plan events to generate leads, and handle product queries and
service issues in the partnered institutions.
● Meet clients, verify documents, process files, coordinate for sanction /
disbursement of loans, personalized service to clients.
● Ensure the achievement of a given business target in your territory.

Experience: 1year+ in Banking sales such as personal loans, and home loans.

• Interest in our tech stack (Java or Scala, SQL Databases, NoSQL, Microservices, and AWS)
• Strong computer science fundamentals with data structures, algorithms, various programming languages, distributed systems, etc. 
• Understanding of engineering best practices—you constantly seek to improve engineering standards, tooling and processes
• Ability to write “good code” - easily understandable, secure and testable! 
• Comfortable helping drive technical decisions within our Engineering team
• Experience building applications at scale

Essential Skills :

• Minimum 2 years of hands on experience in developing and delivering solutions on Salesforce Force.com platform including apex, triggers, Batch Apex, Visualforce and Integration with external systems
• A self-starter with ability to work effectively with limited supervision
• Ability to work with functional teams through all phases of the Software Development Lifecycle independent of the delivery methodology chosen
• Strong in mapping business requirements to salesforce product features
• Strong consulting skills to engage business for pipeline work
• In depth knowledge on out of the box features, proposing solutions as per the business needs
• Experience with Agile development practices will be a plus, •Experience in HTML, JavaScript, and CSS
• Solid knowledge of SOQL.
• Strong oral and written communication skills
• Experience with jQuery will be a plus
• Good grasping power to learn new things quickly and to understand the clients requirements
• Multitasking abilities, solid technical (domain) skills, and excellent interpersonal ability
• Strong analytical, problem solving, and troubleshooting skills
• Knowledge of SOAP and REST APIs and JSON
• Good knowledge of Salesforce recommended best practice around design and development
• Ability to work independently and as part of a team
• Aptitude for taking on technical challenges
• com Certified Developer DEV401, Platform Developer I

Role Description :

• Business requirement gathering, client interaction and be able to work in offshore / onshore model
• Design, develop, test, document, and deploy high quality business solutions on the Force.com platform leveraging design patterns (standards solution specific)
• Customize, develop and support solutions on salesforce.com, Force.com platform
• Engage with the client and participate in process flow analysis and design
• Communicate with other resources and with clients regarding status, technical issues and creative solutions
• Demonstrate good judgment and pragmatic approach to deliver solutions on the Force.com platform that comply with the best practices
• Provide the design and estimation for the requirement with defined process and quality
• Review self and peers code/configuration as part of review process

Research accounts, identify key players and generate interest for products/service offerings

• Maintain and expand your database of prospects within your assigned territory
• Prospect and build a sales pipeline for the Sales Managers via outbound calling, email communications, andother direct marketing methods
• Understanding customer needs and requirements
• Qualify all sales leads, routing the opportunities to the appropriate Sales Managers for further development andclosure
• Follow up with each Sales Manager, post meeting. Determine result of respective meeting, follow upappropriately to close the loop
• Consistently log and record each-and-every outreach made, in CRM, producing regular activity reports
• Act as a bridge between Marketing and Sales. Be cognizant of each marketing initiative, and work towardcorporate objectives
• Close sales and achieve quarterly quotas
• Team with channel partners to build a pipeline and close deals
• Perform effective online demos to prospectsRequirements
• Ability to comprehend the AVASOFT service offerings/product line and to communicate our value proposition toprospects
• Strong Internet research skills required
• Excellent presentation skills, verbal and written communication skills, and interpersonal skills.
• Highly organized and attentive to detail
• Self-starter with solid follow-through and multi-tasking capabilities
• Ability to handle a fast-paced environment and challenging workload, must work well individually or as a memberof a team
• Highly motivated with a strong desire to succeed
• Relies on experience and judgment to plan and accomplish goals
• Bachelor's degree or equivalent, preferably in related field