Reddit r/forhire

[For Hire] Agentic Ai Dev | Devops | Docker | AWS | JobSetuu

Reddit r/forhire

Remote
Various

Posted 5 days ago • Via reddit.com

Description

Job Overview

  • Source: Reddit r/forhire

Job Description

Hello sir!! I'll keep this intentional, not long. I'm. final year IT undergrad at GGSIPU, New Delhi. I build Al systems that work in production and when i took ownership of the code, quality isn't optional. Over the past year I've shipped across enough different domains that context-switching has become second nature, which I think is exactly what working inside a venture studio demands and even helped fellow student and even researchers in their projects as a part of freelancing. Here's what that looks like in practice: I've built ML pipelines processing 10,000+ aerial images daily for a drone company(incubated at IIT DELHI), shipped real-time computer vision systems on embedded hardware for a Dubai-based firm (sub-200ms latency across 3 simultaneous video feeds), and built credit risk models covering 5,000+ customer profiles for a fintech startup. I've also designed and delivered an 8-week NLP curriculum to 25+ students as an Al instructor. Each of these was a different problem, a different stack, a different domain and I liked it that way. Four things I've built that I think are worth your time: 1. Bodhi: A voice-first Al mock interview platform. LangGraph orchestration across a 6-phase adaptive pipeline, RAG-based retrieval over 10k+ document chunks via pgvector, real-time proctoring using Facenet512, MediaPipe gaze tracking and YOLOv8. Full gamification engine with XP, rank tiers, and leaderboards. Built it end-to-end. 2. Applyzer: LLM-powered job application automation using Groq LLaMA 3.3-70B. Generates tailored resumes, cover letters, and cold outreach emails at scale. Tracks 100+ applications end-to-end with automated follow-ups, Gmail API integration, and a hybrid ML scoring pipeline combining TF-IDF similarity, keyword overlap, and tech matching. 3. Smartflow: Al traffic signal optimization using YOLOv8 + DeepSORT tracking 100+ vehicles simultaneously, with reinforcement learning cutting average wait time by 30%. Built it over a weekend, won a national hackathon at MIET. That's kind of how I like to work fast, scrappy, real. 4. AeroMix: Real-time gesture-based audio control using MediaPipe with 21-point hand landmark detection and custom ML classifiers at 96% accuracy across 12 commands. Sub-100ms latency. Just a fun build that turned into something polished. What I bring is pretty straightforward I can go deep on the Al/ML side when needed (LLM pipelines, agentic systems, computer vision, edge deployment) but I'm not the kind of person who stops at the model. I'll wire up the FastAPI backend, set up the database, handle the Redis caching, sort out the Docker config whatever it takes to actually get the thing working. I don't need a perfectly scoped ticket. Give me the problem and I'll figure out what needs to be built. If anything here lines up with what you're currently building, I'd love to hear about

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To succeed in a competitive market as a [For Hire] Agentic Ai Dev | Devops | Docker | AWS, you need more than just technical skills. Here are some expert strategies to elevate your profile:

  • Build a Strong Portfolio: For technical roles, a clean GitHub or a personal project site is essential. For non-technical roles, a case study portfolio demonstrating problem-solving and impact is equally valuable. Show, don't just tell, what you have achieved in your previous positions.
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  • Continuous Learning: The industry moves fast. Whether it's staying updated with the latest AI tools or mastering a new management methodology, continuous professional development is key. Consider obtaining industry-recognized certifications that align with [For Hire] Agentic Ai Dev | Devops | Docker | AWS requirements.
  • Networking: Connect with other professionals in similar roles. Join online communities, attend webinars, and engage in meaningful discussions on professional social networks. Often, the best opportunities come through referrals and community engagement.
  • Soft Skills Matter: Communication, empathy, and leadership are often the deciding factors between two equally qualified technical candidates. Cultivate these skills as they are universally valued across all industries and seniority levels.

Additionally, research the specific company's culture and values. Tailoring your application to show how you align with their mission can significantly increase your chances of moving forward in the process.

Salary & Compensation

Salary not disclosed; typically competitive for the role.

Work Arrangement

Type: On-Site

Standard business hours at the office.

Comprehensive Application Strategy & Hiring Process

Applying for a new role is a marathon, not a sprint. Follow this strategic approach to maximize your success rate:

1. Initial Research & Tailoring

Don't send the same resume to every employer. Spend at least 30 minutes researching the company. Look for recent news, their product roadmap, and their team structure. Modify your summary and core competencies to reflect the specific keywords found in the job description.

2. The Perfect Cover Letter

If the application allows for a cover letter, use it to tell a story that your resume cannot. Explain why you are passionate about this specific company and how your unique background makes you the perfect fit for the challenges they are currently facing.

3. Navigating the Multi-Stage Interview

Most modern hiring processes involve 3-5 stages. This typically includes a recruiter screen, a technical or skill-based assessment, a peer interview, and a final leadership round. Prepare for each stage differently: focus on enthusiasm and fit for the recruiter, technical depth for the assessment, and strategic vision for the leadership round.

4. Post-Interview Follow-Up

Always send a personalized thank-you note within 24 hours of each interview. Reference a specific topic discussed during the call to demonstrate your active listening and genuine interest in the role.

By following these steps, you demonstrate a high level of professionalism and attention to detail that sets you apart from the average applicant.

Typical Interview Process

  1. Resume screening
  2. HR call
  3. Skill interview
  4. Final manager interview
  5. Offer

Tip: Research the company's products and culture.

Global Market Intelligence & Relocation Insights

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The demand for skilled professionals is increasingly borderless. For roles based in Global, understanding the local cost of living, visa requirements (if applicable), and cultural nuances is vital. If this is a remote role, consider the time zone alignment and the asynchronous communication culture of the hiring organization.

Relocation Support: Many forward-thinking companies offer relocation packages that include moving stipends, temporary housing, and legal assistance with work permits. When evaluating an offer, look beyond the base salary—consider the total compensation package, including equity, bonuses, and healthcare benefits.

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Skills & Competency Roadmap for Professional Development

To remain competitive in Professional Development, we recommend focusing on the following core competencies over the next 12-18 months:

  • Technical Mastery: Deepen your expertise in the core tools and languages relevant to your field. For developers, this might be cloud architecture; for marketers, it might be data-driven attribution modeling.
  • AI Augmentation: Learn how to leverage generative AI and automation tools to increase your productivity. Understanding how to integrate these technologies into your workflow is becoming a non-negotiable skill.
  • Leadership & Strategy: Even in individual contributor roles, the ability to think strategically and lead projects from inception to completion is highly valued. Focus on stakeholder management and high-level project planning.
  • Data Literacy: The ability to interpret data and use it to drive decisions is essential across all business functions. Familiarize yourself with data visualization and basic analytical concepts.

By investing in these areas, you not only prepare yourself for the role you are applying for today but also build a resilient foundation for the opportunities of tomorrow.

Apply via JobSetuu

Discover your next career milestone on JobSetuu. This [For Hire] Agentic Ai Dev | Devops | Docker | AWS position is part of our commitment to bringing you the most relevant and high-impact job openings globally. At JobSetuu, we simplify your job search by aggregating premier listings and providing the tools you need to stand out. Don't miss the chance to elevate your professional journey—explore more opportunities and career insights on our platform today.

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