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Machine Learning Engineer (For client company)
Location: Bengaluru, India (Hybrid/Onsite)
Experience: 3–4 years
The Role
We are looking for a Machine Learning Engineer to build and productionize models that power fall detection, vitals monitoring, and predictive health insights from radar sensor data.
You will work closely with hardware, data engineering, backend, and product teams to improve model accuracy, reduce false alarms, and deploy reliable ML systems into production.
This role is ideal for someone with strong classical machine learning fundamentals who is comfortable working with messy real-world sensor data and writing clean, production-grade code.
What You'll Do
- Build and optimize classical ML models such as XGBoost, ensemble models, anomaly detection, and time-series models for fall detection, vitals monitoring, and health risk scoring.
- Engineer features from raw, sparse, and noisy radar signals, point-cloud data, and time-series sensor streams.
- Contribute to computer vision-adjacent problems such as pose estimation, movement analysis, skeleton tracking, and activity recognition using radar data.
- Build training, evaluation, and inference pipelines using Databricks.
- Perform exploratory data analysis on resident, device, alert, and facility-level datasets to identify trends, edge cases, and opportunities for model improvement.
- Define and own model evaluation metrics for safety-critical systems, including:
- Precision
- Recall
- Sensitivity
- Specificity
- False alarm rate
- Missed event rate
- Detection latency
- Analyze production model performance across facilities, residents, devices, and time periods.
- Handle noisy real-world datasets, including:
- Missing values
- Label quality issues
- Device variability
- Sparse event data
- Facility-specific patterns
- Write clean, modular, well-tested Python code for feature engineering, model training, evaluation, and inference.
- Deploy, monitor, and continuously improve production ML models.
- Collaborate with hardware and data engineering teams to improve data quality, labeling, observability, and model reliability.
What We're Looking For
- 3–4 years of experience building and deploying machine learning systems in production.
- Strong Python programming skills with the ability to write maintainable, testable, production-grade code.
- Strong understanding of classical machine learning concepts, including:
- Feature engineering
- Model training
- Cross-validation
- Error analysis
- Model evaluation
- Hands-on experience with algorithms such as:
- XGBoost
- Random Forests
- Gradient Boosting
- Ensemble methods
- Anomaly Detection
- Time-series models
- Strong SQL skills with experience analyzing large datasets using SQL, PySpark, Pandas, or Databricks.
- Experience working with time-series, sensor, spatial, point-cloud, IoT, or computer vision-style datasets.
- Familiarity with modern data engineering workflows using Databricks, Apache Spark, Delta Lake, or similar platforms.
- Strong debugging and analytical skills with the ability to diagnose issues across data pipelines, models, and production systems.
- Comfortable working in a fast-moving startup environment with ambiguity.
- Strong ownership mindset with the ability to take ML models from experimentation through production deployment.
Good to Have
- Experience in HealthTech, IoT, radar sensing, wearables, ambient monitoring, or safety-critical systems.
Exposure to:
- Computer Vision
- Pose Estimation
- Skeleton Tracking
- Object Tracking
- Spatial Data Processing
- Experience with:
- MLflow
- Model Registry
- Feature Stores
- Experiment Tracking
- Model Monitoring
- Experience with:
- ONNX
- Model Quantization
- Edge Deployment
- Latency Optimization
- Resource-Constrained Inference
- Familiarity with real-time data pipelines using:
- Kafka
- Spark Structured Streaming
- Streaming inference architectures
Senior Data Scientist (ML) – 5+ Years
Required Skills:
- 5+ years of experience in Data Science/ML
- Strong knowledge of Probability & Statistics
- Strong educational background in Statistics or Mathematics (degree/course specialization).
- Good understanding of core Machine Learning algorithms
- Proficiency in Python, PySpark, and SQL
- Experience with Databricks, Azure ML, SageMaker, or Vertex AI
- Hands-on experience in Natural Language Processing (NLP)
- Understanding of Transformer-based models and architectures
- Ability to build, deploy, and optimize ML solutions at scale
We are looking for Customer Delight Specialists who will ensure every learner’s journey with us is positive, impactful, and supportive. You will handle learner inquiries, resolve challenges, and guide them to maximize their learning experience with empathy and clear communication.
💼 Key Details
CTC: ₹3.7 LPA (90% fixed & 10% variable)
Job Type: On-site, 5 days working
Interview Mode: Face-to-Face
Availability: Immediate joiners preferred
Eligibility: Open for fresh graduates (Technical background – BTech, BCA, BSc Computer Science)
🎯 Key Responsibilities
Handle inbound/outbound calls, emails, and chats for domestic & international learners
Resolve product-related issues with effective solutions and clear communication
Provide empathetic support to learners facing study or technical challenges
Guide learners to the right resources and supplementary content
Build strong learner relationships through personalized support and advice
Go the extra mile to exceed expectations and contribute to learner satisfaction
✅ Desired Profile
Excellent communication skills (verbal & written)
Professional approach with strong problem-solving abilities
0–1 year of experience in voice process (calls, chat, ticket management)
Preferably from an ed-tech or educational services background
Familiarity with LMS and digital learning tools is a plus
Ability to personalize learner engagement strategies
⏰ Shift Details
Rotational shifts & rotational week offs
"Candidates eager to join can submit their application or reach out through a call
Profile: Big Data Engineer (System Design)
Experience: 5+ years
Location: Bangalore
Work Mode: Hybrid
About the Role
We're looking for an experienced Big Data Engineer with system design expertise to architect and build scalable data pipelines and optimize big data solutions.
Key Responsibilities
- Design, develop, and maintain data pipelines and ETL processes using Python, Hive, and Spark
- Architect scalable big data solutions with strong system design principles
- Build and optimize workflows using Apache Airflow
- Implement data modeling, integration, and warehousing solutions
- Collaborate with cross-functional teams to deliver data solutions
Must-Have Skills
- 5+ years as a Data Engineer with Python, Hive, and Spark
- Strong hands-on experience with Java
- Advanced SQL and Hadoop experience
- Expertise in Apache Airflow
- Strong understanding of data modeling, integration, and warehousing
- Experience with relational databases (PostgreSQL, MySQL)
- System design knowledge
- Excellent problem-solving and communication skills
Good to Have
- Docker and containerization experience
- Knowledge of Apache Beam, Apache Flink, or similar frameworks
- Cloud platform experience.
Strong Backend Engineer Profiles
Mandatory (Experience 1) – Must have 2+ years of hands-on Backend Engineering experience building production-grade systems in a B2B SaaS or product environment
Mandatory (Experience 2) – Must have strong backend development experience using at least one backend framework such as FastAPI / Django (Python), Spring (Java), or Express (Node.js)
Mandatory (Experience 3) – Must have a solid understanding of backend fundamentals, including API development, service-oriented architecture, data structures, algorithms, and clean coding practices
Mandatory (Experience 4) – Must have strong experience working with databases (SQL and/or NoSQL), including efficient data modeling and query optimization
Mandatory (Experience 5) – Must have experience designing, building, and maintaining APIs and backend services, including integrations with external systems (CRMs, payment gateways, ERPs, data platforms, etc.)
Mandatory (Experience 6) – Must have experience working in cloud-based environments (AWS / GCP / Azure) and be familiar with Git-based collaborative development workflows
Mandatory (Domain) – Experience with financial systems, billing platforms, fintech applications, or SaaS revenue-related workflows is highly preferred
Mandatory (Domain) – Experience with financial systems, billing platforms, or fintech applications is highly preferred (fintech background is a strong plus)
Mandatory (Company) – Must have worked in product companies / startups, preferably Series A to Series D
Role:
- You will be a guide in the entire application lifecycle including research, design, development, testing (dev owns quality), along with continuous deployment and delivery
- You will apply the latest technology thinking from our tech radar, adopt best design practices to solve complex problems and ensure our product is the best in usability.
- You will analyze business, technology challenges and suggest solutions
This opportunity is for you if,
- 4 to 6 years overall experience, 2 to 3 years experience in React Native
- You have experience with building and shipping React Native powered products at scale using Redux/MobX frameworks Android (Java) and iOS (Swift) background
- You have experience in building, deploying, and monitoring changes to critical user flows without disrupting the customer experience and business
- You have the capability to execute rapidly and efficiently in an unstructured entrepreneurial environment
- You have experience with architecture and implementing component-based UI frameworks and design systems
- You have experience working on small, fast-moving teams Understanding of CS fundamentals and how they apply in a front-end engineering scope
- You have knack for writing clean, readable, re-usable code
- You are a great analytical & logical thinker and someone who loves solving problems
Job responsibilities include, but are not limited to:
- Building GTM Strategy. You’ll own our growth strategies and identify the key channels in which we can invest in and scale our customer acquisition efforts. You’ll be a thought leader who is excited to take a scrappy approach, brainstorm and launch new experiments, A/B test, and double down upon early signs of success.
- Relentlessly optimizing.. You’ll combine quantitative and qualitative insights to identify opportunities, improve conversion rates, and reduce costs.
- Scale a world class team. We’re looking for someone who can build the playbook that the team will operate against as it grows. You’ll be empowered to recruit and get the most out of a high-performing, efficient team.
- Execute a broad mandate. You’ll roll up your sleeves and get done what is necessary to remove blockers to our company’s growth, recognizing that this will change and develop as the business matures. You aren’t afraid to dive in and help us solve other business problems as needed.
- Own growth, content and digital marketing completely: experience in PR/ Comms not needed.
- Highly quantitative approach to growth and marketing. Experience with A/B experiments, growth hacks and other tools.
What will set this person apart:
- BS/BA degree
- 3+ years experience in management consulting and/ or previous experience in a founders role. Former founders encouraged to apply
- Strategic thinker that can tailor nuanced responses to different audiences and define priorities
- Ability to weigh in on or make decisions with authority across all parts of a business
- Self starter; highly motivated and resourceful with proven ability to lead and execute
- Exceptional organizational and task management abilities
- Ability to execute good judgment, tact, professionalism and diplomacy when interacting with employees, managers or clients
- Adept at handling multiple competing priorities in a fast-paced, results-driven, rapidly changing environment
About TrueFan
TrueFan is a celebrity-fan experience platform that enables fans to connect with their favorite celebrities. The business runs on a mobile application where fans compete in an online quiz contest designed on the life of their favorite celebrity (their movies, trivia, facts, etc.) and the winners get a personalized video message from them. The idea is to provide millions of fans an opportunity to fulfill their lifelong dream of interacting with their favorite celebrity while keeping it simple, passion oriented, and engaging for them.
TrueFan is founded by ex-IIT-SRCC alumni and is backed by marquee investors including Ronnie Screwvala, Mayfield Fund, and Saama Capital.
For more details: visit https://www.truefan.in/" target="_blank">https://www.truefan.in/
Job Description
We are looking for a React Lead interested in building performant mobile apps on both the iOS and Android platforms. You will be responsible for architecting and building these applications, as well as leading and coordinating with the teams responsible for other layers of the product infrastructure. Building a product is a highly collaborative effort, and as such, a strong team player with a commitment to perfection is required.
Responsibilities
- Build pixel-perfect, buttery-smooth UIs across both mobile platforms.
- Leverage native APIs for deep integrations with both platforms.
- Diagnose and fix bugs and performance bottlenecks for performance that feels native.
- Reach out to the open source community to encourage and help implement mission-critical software fixes -React Native moves fast and often breaks things.
- Maintain code and write automated tests to ensure the product is of the highest quality.
- Transition existing React web apps to React Native.
What does the core role include?
- Leading a team of Developers to discuss user interface ideas and applications.
- Designing and developing high-volume, low-latency applications for mission-critical systems and delivering high-availability and performance
- Designing stateless components in React Native
- Contributing in all phases of the development lifecycle
- Working with the developers to create and maintain a robust framework to support the apps
- Working with the developers to build the interface with a focus on usability features
What else can you expect in the role?
- Prepare and produce releases of software components
- Optimizing performance for the apps
- Problem-solving skills, analytical mind, and positive attitude
- Ability to think from end users perspective and focused on improving the overall product experience.
- Deliver across the entire app life cycle concept, design, build, deploy, test, release to app stores and support
What can fetch you brownie points?
- Hands on experience with React Native is required
- Hands-on experience in React Native APIs, ReactJS, Javascript, ECMAScript (OOJS) and JSX.
- Strong understanding of JavaScript ecosystem
- Hands on experience on Android in creating Hybrid / Native applications
- Demonstrable UI/UX experience on a large-scale app.
- Thorough understanding of React Native development tools like IDEs (Nuclide, Atom, Sublime Text, or Visual
- Good knowledge of JS frameworks like ReactJS is a plus.
Desired Skills and Experience
Hybrid Apps,React Native, Native iOS and Android Architecture understanding.
Visit Us - https://www.truefan.in/" target="_blank">https://www.truefan.in/
Technical skills:
- Working experience in using the any of the design principles MVVM or MVP
- Experience in using Web Services and SQLite data base
- Experience in Multithreading concepts – Rx JAVA
- Experience in using version control systems like SVN, GIT Hub, Bitbucket etc
- Experience in using Dependency injection principles in android
- Experience in using design patterns
- Experience integration with 3rd party API’s like Facebook, gmail, retrofit, Picasso & 3rd party libraries
- Experience/Knowledge in using google Flutter
Duties and Responsibilities
- Writing clear and error-free content for a website that reflects the company’s voice
- Meeting with clients to understand their message, brand voice and target audience
- Proposing copy concepts in an engaging way for clients and carrying out projects once they are approved
- Interpreting creative direction and technical information and turning them into persuasive copy concepts
- Collaborating with PR and marketing departments to brainstorm and develop a variety of marketing materials
- Working with clients to edit and modify the copy to meet their content expectations
Skills and Qualifications
- Bachelor’s degree or equivalent experience in communication or marketing
- Experience producing copy for print and digital media channels
- Proven success in producing copy for advertising or marketing campaigns
- Exceptional skill in social media writing, including use of hashtags and relevant acronyms
- Proficiency with common office software
- Experience with SEO concepts and social media marketing
- Creativity, adaptability and the ability to work collaboratively with a team
- 2-3 years of experience in creative copywriting.
Location: Mumbai
Salary: 5-6 LPA











