prompt_id stringlengths 7 7 | original_message stringlengths 19 754 | message_type stringclasses 8
values | formality_level int64 2 5 | recipient_type stringclasses 4
values | additional_context stringlengths 0 103 | input_char_count int64 19 834 | expected_complexity stringclasses 3
values |
|---|---|---|---|---|---|---|---|
msg_001 | Hey can you refer me | referral | 3 | employee | 20 | short | |
msg_002 | Hi, I saw you work at Cohere. I'm Riddhiman, an AI engineer based in Calgary with about 7 years in enterprise ML. I applied for the ML Engineer role last week and was wondering if you'd be open to putting in a referral. Happy to share my resume if that helps. | referral | 3 | employee | We connected at the Calgary AI meetup last quarter. | 310 | long |
msg_003 | I'm reaching out because I'm very interested in the Senior AI Engineer position on your team. I've spent seven years building and deploying ML systems in enterprise environments — most recently leading an AI platform team at an energy company in Calgary. My work has centred on LLM integration, model serving, and bridgi... | referral | 4 | hiring_manager | We are both connected through the Alberta Machine Intelligence Institute network. | 526 | long |
msg_004 | Hey! I know you just joined Anthropic. I've been doing enterprise AI work here in Calgary for the past 7 years and I'm ready to move into a more research-forward role. Saw there's an opening on the interpretability team — any chance you could pass my name to your recruiter? Would mean a lot. | referral | 2 | peer | 292 | medium | |
msg_005 | I am writing to express my strong interest in the Principal Machine Learning Engineer position advertised on your careers page. Over the course of seven years working in enterprise AI — including leading cross-functional teams delivering production ML systems in regulated industries in Alberta — I have developed deep e... | referral | 5 | hiring_manager | I was referred to you by a colleague from the Vector Institute. | 610 | long |
msg_006 | Hi I am looking for a job in AI | cold_outreach | 3 | recruiter | 31 | short | |
msg_007 | Hi, I came across your profile and noticed you recruit for AI engineering roles. I'm Riddhiman, based in Calgary, with 7 years of enterprise ML experience. I've been focused on LLM deployment and AI platform work and I'm exploring senior IC or lead roles at companies building serious AI infrastructure. Open to relocati... | cold_outreach | 3 | recruiter | 333 | long | |
msg_008 | I came across your team's work on efficient LLM inference and found the approach to quantisation-aware serving genuinely compelling. I'm an AI engineer and leader based in Calgary with seven years of experience bringing ML systems into production in enterprise settings — most recently building an internal LLM platform ... | cold_outreach | 4 | hiring_manager | Their team is working on model compression and serving infrastructure. | 504 | long |
msg_009 | Hey! I noticed you work on the GPU infra team there. I've been deep in the inference optimisation space out here in Calgary — running vLLM on GKE, working on KV cache strategies, that kind of thing. Would love to grab a virtual coffee and hear what problems you're working on. No agenda, just genuinely curious. | cold_outreach | 2 | employee | 311 | long | |
msg_010 | I am reaching out after following your team's progress on enterprise AI deployment. The challenges you are solving around multi-tenant model serving and governance are ones I have faced directly — I spent the last three years building an AI platform at an enterprise organisation in Calgary, including standing up self-h... | cold_outreach | 4 | hiring_manager | The company recently expanded its AI platform division. | 638 | long |
msg_011 | Just checking in on my application | follow_up | 3 | recruiter | 34 | short | |
msg_012 | Hi, I wanted to follow up on my application for the Staff AI Engineer role I submitted two weeks ago. I'm still very interested — the work on enterprise AI deployment is exactly the space I've been in for the past several years here in Calgary. Any update on the timeline would be helpful. | follow_up | 3 | recruiter | 289 | medium | |
msg_013 | I wanted to follow up after our technical interview last Thursday. I really enjoyed the conversation about your approach to model evaluation in production — it touched on problems I've been working through in my current role. The discussion left me even more enthusiastic about the opportunity. I'm happy to provide any ... | follow_up | 4 | hiring_manager | Interview was for a Principal AI Engineer position. | 448 | long |
msg_014 | Hey, it's been about 3 weeks since my onsite. I know these things take time and I'm not trying to be pushy, but I do have another offer I need to get back to by Friday. This role is genuinely my first choice — the team and the problem space are exactly what I'm looking for after 7 years in the enterprise world. Any upd... | follow_up | 2 | recruiter | 365 | long | |
msg_015 | I am writing to follow up on my application for the Director of AI Engineering role. I completed the final round of interviews approximately three weeks ago and remain deeply interested in the position. The opportunity to lead an AI platform organisation at this scale aligns closely with the trajectory of my work over ... | follow_up | 4 | hiring_manager | I have a competing offer expiring in five business days. | 617 | long |
msg_016 | Thanks for the interview today it was great | thank_you | 3 | hiring_manager | 43 | short | |
msg_017 | Thank you for the time today. I really enjoyed the conversation about your AI platform strategy — it maps closely to the kind of work I've been leading in Calgary. Still very excited about the role and looking forward to next steps. | thank_you | 3 | hiring_manager | 232 | medium | |
msg_018 | I wanted to send a note of thanks for the technical interview yesterday. The system design discussion around building a low-latency, multi-tenant model serving layer was one of the more stimulating conversations I've had in a while — it pushed me to articulate trade-offs I've made in practice but rarely get to walk thr... | thank_you | 4 | hiring_manager | Interview panel included the VP of AI and two Staff Engineers. | 458 | long |
msg_019 | Hey just wanted to say thanks for shepherding me through the whole process. It can be a lot, especially coordinating across time zones from Calgary, and you made it genuinely smooth. Appreciated your quick replies and the heads-up before each round. Made a real difference. | thank_you | 2 | recruiter | 273 | medium | |
msg_020 | I would like to express my sincere gratitude for the opportunity to interview for the Principal AI Engineering position at your organisation. The depth of the technical discussions — particularly the dialogue around model governance in regulated enterprise environments and your team's approach to responsible deployment... | thank_you | 5 | hiring_manager | 586 | long | |
msg_021 | Hey want to connect | networking | 3 | peer | 19 | short | |
msg_022 | Hi, I caught your talk at the Amii event last month on LLM evaluation frameworks. Really resonated — I've been running into the same gaps with off-the-shelf evals in enterprise settings here in Calgary. Would love to connect and compare notes on what you've found actually works in production. | networking | 3 | employee | 293 | medium | |
msg_023 | Hey! I think we crossed paths at the Calgary AI & ML meetup — I was the one who asked the question about vLLM memory management. I've been building out self-hosted inference infra at my current company and it sounds like you're doing similar things. Would love to stay in touch and maybe trade war stories. | networking | 2 | peer | 306 | long | |
msg_024 | I came across your profile while researching leaders who have built AI practices inside large enterprises. Your experience standing up an AI centre of excellence resonates with work I have been doing in the Alberta energy sector over the past few years. I'm not actively exploring new roles at the moment, but I would ge... | networking | 4 | hiring_manager | 469 | long | |
msg_025 | Hi, I've been following your posts on AI talent trends and they've been really useful — especially the one on the gap between ML research and production engineering skills. I'm an AI leader based in Calgary with 7 years in enterprise ML. Not actively looking right now, but would love to be on your radar. My sweet spot ... | networking | 3 | recruiter | 401 | long | |
msg_026 | The salary is too low can you do better | negotiation | 3 | recruiter | 39 | short | |
msg_027 | Thanks for the offer — I'm genuinely excited about the role. The base is a bit below what I was expecting given my 7 years of experience and the scope of the position. Is there room to move it up? I want to make this work but want to make sure the comp reflects the seniority. | negotiation | 3 | recruiter | Current offer is CAD $175k. Market rate for this level in this city is closer to CAD $195k. | 367 | long |
msg_028 | I've given the offer serious consideration and I remain very enthusiastic about the role and the team. After benchmarking the package against market data for senior AI engineering roles — and accounting for the relocation from Calgary that this position would require — I was hoping we could revisit the base salary and ... | negotiation | 4 | hiring_manager | Current offer: $210k USD base, $30k signing. Relocation from Calgary to San Francisco. | 552 | long |
msg_029 | Hey, so I got the offer and I'm really pumped about it — the mission and the team are exactly what I've been looking for after spending years doing enterprise AI work in Calgary. The one thing I want to flag is the base. I have a competing offer that's about 18% higher. I'd genuinely prefer to join your company but I n... | negotiation | 2 | recruiter | 367 | long | |
msg_030 | I write to express my continued enthusiasm for the Director of AI Engineering position and to respectfully initiate a conversation regarding the compensation structure in the offer letter. With seven years of experience leading AI and ML initiatives in enterprise environments — and having most recently built and scaled... | negotiation | 5 | hiring_manager | Comparable Director-level AI roles in this market are offering $280k-$310k base plus meaningful equity. | 727 | long |
msg_031 | I accept the offer thanks | offer_acceptance | 3 | recruiter | 25 | short | |
msg_032 | Hi, I'm happy to formally accept the offer for the Staff AI Engineer role. Offer letter is signed and on its way back to you. Really looking forward to getting started — this feels like the right next step after my time in Calgary. | offer_acceptance | 3 | recruiter | 231 | medium | |
msg_033 | After careful reflection I am delighted to formally accept the offer for the Principal AI Engineer role. This represents a meaningful step in my career and I'm genuinely excited about the work ahead. After seven years building AI systems in the enterprise world, the opportunity to work on infrastructure at this scale i... | offer_acceptance | 4 | hiring_manager | Start date confirmed as September 2nd. | 457 | long |
msg_034 | Hey! Officially accepting — couldn't be more excited. Docs are signed and sent. It's been a great process and I'm really looking forward to the move from Calgary and getting started with the team. | offer_acceptance | 2 | recruiter | 196 | medium | |
msg_035 | It is with genuine enthusiasm and a deep sense of professional purpose that I formally accept the offer extended to me for the position of Director of Artificial Intelligence Engineering. Following seven years of building and leading AI functions within enterprise organisations in Alberta, this opportunity represents b... | offer_acceptance | 5 | hiring_manager | Agreed start date is October 1st following a transition period. | 668 | long |
msg_036 | Can you fix this message for me | general | 3 | recruiter | 31 | short | |
msg_037 | I wanted to reach out because I saw your company is doing some really interesting things with enterprise AI. I've been in this space for 7 years now, mostly in Canada, and I think my background in AI platform development and LLM deployment could be a solid fit for where you're heading. Would love to have a conversation... | general | 3 | hiring_manager | 321 | long | |
msg_038 | I'm writing to express interest in contributing to your AI engineering organisation. My background spans seven years of applied ML and AI leadership in enterprise settings — including building LLM infrastructure, leading AI strategy for large organisations, and navigating the governance and compliance constraints that ... | general | 4 | hiring_manager | 458 | long | |
msg_039 | Hey I've been building an open source benchmarking tool for LLM inference stacks — comparing TTFT and ITL across self-hosted and frontier models — and could really use someone with your distributed systems background. Based on your posts I think you'd have sharp opinions on the methodology. Not paid but I think it coul... | general | 2 | peer | 380 | long | |
msg_040 | I am writing to introduce myself and to explore whether there exists an opportunity for professional engagement with your organisation. I am Riddhiman, an AI leader and engineer with seven years of experience delivering enterprise-grade machine learning systems, most recently in the energy and financial services sector... | general | 5 | hiring_manager | Open to both full-time executive roles and fractional AI leadership engagements. | 834 | long |
README.md exists but content is empty.
- Downloads last month
- 55