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Aparna Soneja's avatar
Aparna Soneja
Delhi, India
Full Stack AI & Machine Learning Engineer
$1k+
Earned
1x
Hired
44
Followers
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Full Stack AI & Machine Learning Engineer
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Bolt Mentor Program
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Mentors program. Week 5-7
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Portfolio Website
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16
Cover image for Personalized story creation app for kids
Personalized story creation app for kids
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16
Mentor(1)
Juuso Voltti's avatar
Juuso Voltti
Helsinki, Finland
Trauma-Informed Life Coach | Resolving Emotional Triggers
Trauma-Informed Life Coach | Resolving Emotional Triggers
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Career Coaching Examples
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5
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Relationship Coaching Examples
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Success Stories of Trauma-Informed Coaching
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5
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Mentor(3)
Kamil StarQ's avatar
Kamil StarQ
proWarsaw, Poland
Narrative Consultant & Strategic Writer for Founders&Brands
53
Followers
Narrative Consultant & Strategic Writer for Founders&Brands
Cover image for For the past months, I’ve
For the past months, I’ve been building something quietly. Not another productivity tool. Not another motivational product. But a structured self-reflection web-app. It’s called Quantum Mirror Adventure. It helps you: – understand your life patterns – reconnect with your inner direction – review past decisions – clarify your present – design your next chapter consciously No noise. No hype. Just a guided mirror. If you’re into deep work and honest self-inventory, I’d genuinely value your feedback — especially on UX and clarity. You can explore it here: 👉 www.qma.show (http://www.qma.show) Wishing you a focused and intentional March. — Kamil
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Cover image for Most people don’t need another idea — they need someone who ...
Most people don’t need another idea — they need someone who can help them see their own clearly. I spend my days speaking to founders, creators, and professionals who are capable, thoughtful, and driven — yet stuck because their thinking is crowded, their direction feels foggy, or their voice doesn’t land the way they want it to. Sometimes a conversation with someone who has distance, discipline, and perspective is the difference between circling and moving. If you are building something — a brand, a message, a pivot, or a new chapter — I’m here for honest clarity, strategic direction, and grounded thinking. If you want to explore your positioning, your narrative, or simply a decision that needs articulation — send a message. Let’s talk — not to add noise, but to bring your thinking into focus.
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Cover image for Momentum isn’t forced — it’s summoned. It rises when you sto...
Momentum isn’t forced — it’s summoned. It rises when you stop negotiating with hesitation and start treating your life like the mission it is. Today I choose movement over waiting. Discomfort over stagnation. Action over overthinking. If you needed a sign — this is it. Your future doesn’t knock politely — it waits for the one who steps forward. There’s no perfect time. There’s only this moment you’re reading this sentence. Let’s go. To wherever your truth calls. To the summit that is already yours. To the version of you that refuses to shrink. Momentum. Deployed. Show the World what's the best in You
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Cover image for THE ERA OF STRATEGIC CLARITY HAS BEGUN Founders don’t fail b...
THE ERA OF STRATEGIC CLARITY HAS BEGUN Founders don’t fail because they lack talent. They fail because they drown in noise. Too many inputs. Too many directions. Too many decisions asked to be made too fast. Clarity is no longer “nice to have.” Clarity is infrastructure. The invisible architecture behind every powerful founder, brand, or product. And this is the work I live for. I help founders transform confusion into direction. Raw vision into language. Instinct into strategy. Momentum into a system. If you’re building something meaningful — you don’t need more noise. You need strategic clarity. If your next move requires precision, I’m here — to bring clarity, structure, and language to your vision. Send me a message. Let’s build the next chapter of your brand with purpose.
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Mentor(24)
Prashant Chaudhary's avatar
Prashant Chaudhary
Delhi, India
Helping companies build AI with high-quality data
New to Contra
Helping companies build AI with high-quality data
Cover image for Annotated computer vision datasets used
Annotated computer vision datasets used for vehicle detection and Automatic Number Plate Recognition (ANPR) systems. The project involved labeling vehicles and number plates in traffic camera footage to help train AI models used in smart city infrastructure, traffic monitoring, and law enforcement systems. Key responsibilities included: • Vehicle detection using bounding box annotation • Number plate annotation for ANPR systems • Dataset preparation for computer vision models • Annotation quality validation and dataset review These datasets support AI models used in traffic monitoring systems, automated toll collection, smart parking systems, and urban mobility analytics.
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Cover image for Annotated CT scan medical imaging
Annotated CT scan medical imaging datasets used to train AI models for healthcare diagnostics and medical image analysis. The project involved identifying and labeling anatomical regions within CT scan images using bounding boxes and segmentation techniques to support machine learning model training. Key tasks included: • Medical image annotation and region labeling • Bounding box annotation for anatomical structures • Dataset preparation for AI model training • Quality control and annotation validation This work supports the development of AI systems used in healthcare diagnostics, medical imaging analysis, and clinical decision support systems.
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Cover image for Annotated complex dental X-ray medical
Annotated complex dental X-ray medical imaging datasets used to train AI models for healthcare applications. The project involved precise labeling of anatomical structures including teeth boundaries, roots, and surrounding regions using polygon and keypoint annotation techniques. The objective was to generate high-quality training datasets that allow machine learning systems to accurately detect dental structures and support medical imaging analysis. Responsibilities included: • Image segmentation and polygon annotation • Keypoint labeling for anatomical structures • Dataset preparation for machine learning models • Annotation quality control and validation This work contributes to the development of AI systems used in medical diagnostics and healthcare imaging analysis.
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Cover image for Worked on Automatic Speech Recognition
Worked on Automatic Speech Recognition (ASR) dataset annotation used for training speech-to-text AI models. The project involved labeling and segmenting audio recordings, identifying speakers, and preparing structured datasets for machine learning systems. Key responsibilities included: • Audio segmentation and timestamp labeling • Speaker identification and classification • Speech-to-text dataset preparation • Annotation quality validation and review This dataset helps train AI systems used in voice assistants, speech recognition software, and conversational AI applications.
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Mentor(3)