Test Engineer

Job Description:

Experience: 7 -15 Years

Job Description :

Key responsibilities

As an GEN AI Expert [Min 4 + years of relevant exp on NLP, CV and LLMs], you will be responsible for designing, building, and fine-tuning NLP models and large language model (LLM) agents to solve business challenges. You will play a key role in creating intuitive and efficient model designs that enhance user experiences and business processes. The position demands strong design skills, hands-on coding expertise, advanced proficiency in Python development, specialized knowledge in LLM agent design and development, and exceptional debugging capabilities.

• Model & Agent Design: Conceptualize and design robust NLP solutions and LLM agents tailored to specific business needs, with a focus on user experience, interactivity,   latency, failover and functionality.
• Hands-on Coding: Write,test, and maintain clean, efficient, and scalable code for NLP models and AI agents, with a strong emphasis on Python programming.
• Build high quality multi-modal & multi-agents applications/frameworks
• Knowledge on input/output token utilization, prioritization and consumption w.r.t AI agents
• Performance Monitoring: Monitor, optimize LLM agents, implementing model explainability, handling model drift, and ensuring robustness.
• Research Implementation:Ability to read, comprehend, and implement AI Agent research papers into practical solutions. Stay abreast of the latest academic and industry   research to apply cutting-edge methodologies and techniques.
• Debugging & Issue Resolution: Proactively identify, diagnose, and resolve issues related to AI agents, including model inaccuracies, performance bottlenecks, and   system integration problems. Utilize debugging tools and techniques to troubleshoot complex problems in model behavior, data inconsistencies, and deployment errors.
• Innovation and Research:Stay updated with the latest advancements in AI agents technologies,experimenting with new techniques and tools to enhance agent capabilities and performance.
• Continuous Learning: Adaptability to unlearn outdated practices, patterns, technologies and quickly learn and implement new technologies & papers as the ML world evolves. Maintain a proactive approach to staying current with emerging trends and technologies in Agent based solutions (Text & Multi Modal).
• Clear understanding of tool usage and structured outputs in agents
• Clear understanding of speculative decoding and AST-Code RAG
• Clear understanding of Streaming and Sync/Async processing
• Clear understanding of embedding models and their limitations

Tech stack required:

Programming languages: Python

Public Cloud: Azure

Frameworks: Vector Databases such as Milvus, Qdrant/ ChromaDB, or usage of CosmosDB or MongoDB as Vector stores. Knowledge of AI Orchestration, AI evaluation and Observability Tools. Knowledge of Guardrails strategy for LLM. Knowledge on Arize or any other ML/LLM observability tool.

Experience: Experience in building functional platforms using ML, CV, LLM platforms. Experience in evaluating and monitoring AI platforms in production.

• Leadership skills
• Lead and grow a team of 10+ developers.
• Self-motivated to keep optimizing and deliver best-in-class results.
• Deep thought and attention to detail.
• Strong technical and communication skills
• Well-versed with the latest tech: AWS, Postgres, Devops, Nodejs, Reactjs

Responsibilities:

• Create games in Unity for iOS and Android (OSX and Windows is considered a plus).
• Write super-clean, testable, and well documented code in C#.
• Implement systems for the games based on design specifications.
• Implement, debug and refine core game play features.
• Collaborate effectively with a small, high-energy team of game designers and programmers.
• Work with other developers to devise customized solutions to difficult problems.
• Implement game functionality as per design document and specification.

Requirements:

• Strong knowledge of object oriented design, design patterns, 3D Math, and data structures.
• Expert knowledge of Unity3D Programming including Unity GUI, C# scripting, Asset Bundles, Materials/Shaders and iPhone deployment.
• Graphics Development (Particle Systems, Shaders). Experience with both 3D and 2D graphics in Unity.
• Experience implementing and/or creating native iOS and Android plugins for Unity.
• Experience in Adobe Creative Suite, including Photoshop, Illustrator and Flash.
• Experience with Visual Studio and/or Team Foundation Server.
• Experience using mobile platform native features such as accelerometer, camera, push notifications, etc.
• Strong knowledge of C# and the .net framework 2.0 or above.
• Must love to roll-­up sleeves and get dirty with Unity3D; Integrating textures, animation, meshes, adjusting lighting, setting camera angles, optimization, audio integration etc.
• Ability to work on fixed deadlines.

Skills:

• Experience with C#, Objective-­C and Javascript are a plus.
• Level logic design, scene flow planning and creation experience.
• Facebook application development.

Job Description
Lead Machine Learning (ML)/
NLP Engineer
5 + years of experience

About Contify
Contify is an AI-enabled Market and Competitive Intelligence (MCI)
software to help professionals make informed decisions. Its B2B SaaS
platform helps leading organizations such as Ericsson, EY, Wipro,
Deloitte, L&T, BCG, MetLife, etc. track information on their competitors,
customers, industries, and topics of interest by continuously monitoring
over 500,000+ sources on a real-time basis. Contify is rapidly growing
with 185+ people across two offices in India. Contify is the winner of
Frost and Sullivan’s Product Innovation Award for Market and
Competitive Intelligence Platforms.

The role
We are looking for a hardworking, aspirational, and innovative
engineering person for the Lead ML/ NLP Engineer position. You’ll build
Contify’s ML and NLP capabilities and help us extract value from
unstructured data. Using advanced NLP, ML, and text analytics, you will
develop applications that will extract business insights by analyzing a
large amount of unstructured text information, identifying patterns, and
by connecting the events.
Responsibilities:
You will be responsible for all the processes from data collection, and
pre-processing, to training models and deploying them to production.
➔ Understand the business objectives; design and deploy scalable
ML models/ NLP applications to meet those objectives
➔ Use of NLP techniques for text representation, semantic analysis,
information extraction, to meet the business objectives in an
efficient manner along with metrics to measure progress
➔ Extend existing ML libraries and frameworks and use effective text
representations to transform natural language into useful features
➔ Defining and supervising the data collection process, verifying data
quality, and employing data augmentation techniques
➔ Defining the preprocessing or feature engineering to be done on a
given dataset
➔ Analyze the errors of the model and design strategies to overcome
them
➔ Research and implement the right algorithms and tools for ML/
NLP tasks
➔ Collaborate with engineering and product development teams
➔ Represent Contify in external ML industry events and publish
thought leadership articles

Desired Skills and Experience
To succeed in this role, you should possess outstanding skills in
statistical analysis, machine learning methods, and text representation
techniques.
➔ Deep understanding of text representation techniques (such as n-
grams, bag of words, sentiment analysis, etc), statistics and
classification algorithms
➔ Hand on experience in feature extraction techniques for text
classification and topic mining
➔ Knowledge of text analytics with a strong understanding of NLP
algorithms and models (GLMs, SVM, PCA, NB, Clustering, DTs)
and their underlying computational and probabilistic statistics
◆ Word Embedding like Tfidf, Word2Vec, GLove, FastText, etc.
◆ Language models like Bert, GPT,  RoBERTa, XLNet 
◆ Neural networks like RNN, GRU, LSTM, Bi-LSTM
◆ Classification algorithms like LinearSVC, SVM, LR
◆ XGB, MultinomialNB, etc.
◆ Other Algos- PCA, Clustering methods, etc
➔ Excellent knowledge and demonstrable experience in using NLP
packages such as NLTK, Word2Vec, SpaCy, Gensim, Standford
CoreNLP, TensorFlow/ PyTorch.
➔ Experience in setting up supervised & unsupervised learning
models including data cleaning, data analytics, feature creation,
model selection & ensemble methods, performance metrics &
visualization
➔ Evaluation Metrics- Root Mean Squared Error, Confusion Matrix, F
Score, AUC – ROC, etc
➔ Understanding of knowledge graph will be a plus


Qualifications
➔ Education: Bachelors or Masters in Computer Science,
Mathematics, Computational Linguistics or similar field
➔ At least 4 years' experience building Machine Learning & NLP
solutions over open-source platforms such as SciKit-Learn,
Tensorflow, SparkML, etc
➔ At least 2 years' experience in designing and developing
enterprise-scale NLP solutions in one or more of: Named Entity
Recognition, Document Classification, Feature Extraction, Triplet
Extraction, Clustering, Summarization, Topic Modelling, Dialog
Systems, Sentiment Analysis
➔ Self-starter who can see the big picture, and prioritize your work to
make the largest impact on the business’ and customer’s vision
and requirements
➔ Being a committer or a contributor to an open-source project is a
plus

Note
Contify is a people-oriented company. Emotional intelligence, therefore,
is a must. You should enjoy working in a team environment, supporting
your teammates in pursuit of our common goals, and working with your
colleagues to drive customer value. You strive to not only improve
yourself, but also those around you.

About Tacnik:

Tacnik is an award-winning technology startup founded in 2016, Tacnik’s USP is its ability to combine myriad technologies — Virtual Reality, Augmented Reality, IoT, Gesture Technology, App Development & Game Development— to create holistic experiences for clients. 

Job Description:

We are looking for a tenacious Client Relations Specialist to become the face of the organization by being the first point of contact for incoming & outbound leads. The ideal candidate will have excellent communication skills and can understand the jargon of technical teams and clients' needs, helping to facilitate communication among those groups. The core responsibility will include lead nurturing & onboarding clients along with closely working on the CRM tool and strategizing based on various parameters such as clients' demographics. Experience of working within a sales team (for technology-based products) and a track record of working closely with product managers and clients (directly) is preferred.  

Skills:

Excellent written and verbal communication skills

Excellent technology skills and use of web-based applications

Confident speaker & a passion for relationship building

Highly creative with a focus on problem-solving

Excellent organizational skills

Good data analysis skills

Strong grasp of MS Office

Resilience and persistence

Results orientated

Responsibilities:

Pre-Sales:

Handling and directing sales enquiries.

Nurturing incoming deals and leads into prospective clients - Providing product demos & answering client’s questions & concerns.

Negotiating deliverables, commercials & timelines with clients.

Manage confirmed projects: o Review and approve proposals or requests, providing supporting material.

Align product team and client on expectations, deliverables & timelines.

Build, update & manage insightful analytical reports for clients & for the company to evaluate ROI.

Product Improvisation:

Understand client expectations & challenges of technologies to negotiate possible deliverables. Perform competitor analysis to understand features and improve product.

Others:

Managing & maintaining deals & projects on our cloud-based CRM system.

Communicating internally to brief colleagues on opportunities and pipeline status. 

We have an Urgent Requirement for HR Assistant Role @Andheri (West)

- Hiring candidates by using different job portals (Naukri, Monster, Apna App, Indeed, etc.)

- Assist with day to day operations of the HR functions and duties.

- Process documentation and prepare reports relating to personnel activities (staffing, recruitment, training, grievances, performance evaluations etc)

- must have excellent communication skills.

Interested candidates can send thier updated CV.