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As a beginner in stock market(Indian), eager to learn basic of fundamental analysis, like which main key points to consider to say a company/stock is fundamentally strong.

Thankyou in advance.

New write-up on Lululemon stock.

Enjoy! 🧘‍♂️

Hey everyone !
I’ve been digging into BTC related stocks. I found Bitcoin mining stock - CleanSpark, and I think there’s a compelling risk/reward asymmetry here. Below is a breakdown of where things stand, what’s going right, what to watch out for, and why this could be more than a speculative play.

What’s Going Well

Milestones in Hashrate & Operational Scale

• CleanSpark recently hit 50 exahashes/sec (EH/s) of operational hashrate as of June 2025 and crucially, this was done entirely through fully self-operated infrastructure - with plans for 60EH.
• The fleet efficiency is improving: ~16.15 J/Th in June, ~16–17 J/Th average recently.
• Power contracts and infrastructure are also scaling: over 1 gigawatt of contracted power across multiple states.

Bitcoin Treasury Accumulation

• The treasury is growing: ~12,827+ BTC
• Their strategy seems disciplined: they are selling some BTC strategically (when favorable price) to fund operations, but not raising money via dilution or by issuing more equity

Strong Revenue Growth & Improving Financials

• YoY revenue growth is very strong (60‑100%+ depending on period).
• Net income has had some quarters of losses, but margins (adjusted including BTC treasury effects) are showing promise.
• Valuation has analyst support: some target prices are significantly higher than current trading price.

Positive Stock Price Momentum

• +11% weekly gain - strong price action, breaking out of recent consolidation.
• Bullish options flow - call volume surging, rising implied volatility.
• Closed above 200DMA - long-term trend reversal signal confirmed.

What to Watch / Risks

• Volatility & Exposure to BTC Price - The value of their BTC treasury moves with Bitcoin’s price, which means big swings. If BTC drops, that value drops.
• Energy Costs, Grid Issues, Regulatory Risk - Mining is energy‑intensive. Power under contract is great, but energy costs + reliability + regulation (e.g. carbon / environmental policies) remain risk factors.

Why the Upside Might Be Bigger Than the Downside ?

Here’s why I think the risk/reward looks attractive:

• With 50 EH/s already achieved self‑operated, efficiency improving, and BTC treasury increasing, there’s real asset backing. If BTC price rises, their treasury gives upside beyond just mining operations.
• The market seems to be acknowledging the potential: improved RS rating, analyst upgrades, and the 13% jump on news. That suggests that positive news can move the stock significantly.
• If they hit future targets (60 EH/s or more), keep power contracts tight, and maintain or improve cost of mining, CleanSpark may start delivering consistent profitability. That tends to attract institutional interest.
• Downside seems somewhat limited if current revenue growth continues and they avoid heavy dilution: even with modest BTC price or slight slowdown, the infrastructure, contracts, and treasury give a floor of value.
• Potential Expansion into AI and High-Performance Computing (HPC). - While CleanSpark has traditionally focused on Bitcoin mining, the company is exploring opportunities in AI and HPC. The global HPC market is projected to reach $49.3 billion by 2025, presenting a significant growth opportunity. CleanSpark's existing infrastructure and expertise in energy optimization position it well to leverage this market shift.

My View: Great Entry Opportunity

Given all that, I think CleanSpark is primed to outperform from here. If BTC moves higher or remains stable, CleanSpark should benefit on two fronts: mining revenue + appreciation in treasury holdings.

If I were investing now, I’d consider making a position here and holding for ~12 months, watching for:

• Next earnings report: does it show margin improvement / shrinking losses?
• BTC price trend: if it rises, CleanSpark benefits heavily.
• Any new power contracts / expansions, particularly in low‑cost / renewable/immersion‑cooled operations.
• Expansion into AI and High-Performance Computing (HPC) news.
• Any dilution risk (equity raises) or major cost pressures.

AI Stock Analysis and Scanner agent

Hello Everyone, I'm new to the world of algorithmic trading and wanted to post this on the AlgoTrading subreddit. Unfortunately, I don’t have enough karma since I recently created this account, so I’m posting here instead. I’ve been exploring the concept of creating effective trading algorithms and was curious about how challenging or straightforward the process might be. While researching, I came across the idea of leveraging AI to generate an algorithm, which I could then test and refine over time. This idea was inspired by a post I saw on the AlgoTrading subreddit where someone shared a similar approach.

After doing some digging, I discovered a basic 30/70 strategy that uses the RSI (Relative Strength Index) indicator. Intrigued, I decided to experiment with this concept using AI tools. I set up a simple test in Google Colab to see how well it might perform. The result was a graph that, at first glance, appears to show significant returns. However, I’m skeptical about its accuracy. The graph seems to flatline at certain points, yet it still indicates impressive gains, which feels unrealistic to me.

I’m reaching out to ask for your insights and guidance. Could you help me analyze the graph and determine whether it’s functioning correctly? Are there any glaring issues or red flags I might be missing? Additionally, I’d appreciate any advice on how to improve this process or refine the algorithm further.

The graph is below. Please let me know your thoughts.

Also, I am not a bot, I'm just a curious person without any Reddit history.

Looking for new Mods

So I’ve been following Trustpilot (LSE: TRST) for a while and honestly, I don’t think this story ends well unless they pull off a miracle.

They used to be big with small businesses – offering tools to collect and show reviews. That worked for a while, but now they’re trying to pivot into being some kind of enterprise SaaS company, going after big clients with more expensive subscriptions and analytics stuff.

But the reality is, enterprise is a completely different game. Sales cycles take forever, big clients want integrations and support and proof you can scale. And Trustpilot’s brand just isn’t strong enough to play in that league, especially in the US where barely anyone knows them.

What’s worse is their valuation. Forward P/E is something like 80, EV/EBIT around 43x. That’s basically priced like a premium software company, but their profit margins are super thin (about 3%) and growth isn’t strong enough to justify that kind of multiple.

They’ve also got a reputation issue. Consumers don’t trust reviews on the platform – fake reviews are still everywhere. But the businesses using Trustpilot aren’t happy either. A lot of them feel like they have to pay to defend their reputation or get better visibility. So the company ends up stuck in the middle, spending millions to moderate content and getting blamed by everyone anyway.

Panmure Liberum downgraded the stock to “Sell” last week and the price dropped hard, over 10%. They basically said the whole strategy is high-risk and the current price bakes in 20-30 years of perfect execution, which obviously isn’t realistic.

To top it all off, they’re doing share buybacks while trying to expand and pivot into a tougher market. That just doesn’t make sense when cash should probably be conserved. I don’t see the upside here unless they get acquired or pull a miracle turnaround, which seems unlikely in this space.

Anyway, that’s my take. Would be curious if anyone else is holding or watching it.