35 Years in Tech & Engineering , MSc in Information Technology, Angel Investor (15+ Startups), Long-Term Investor, Technical and Fundemantal Analysis together

Joined January 2026
Long years in the tech world, I bridge the gap between complex engineering and global market strategy. Navigating the global markets through an analytical lens. Sharing my personal insights on AI, Energy, and Infrastructure as well as Commodities. THE ANALYTICAL EDGE: MY 2026 INVESTMENT ARCHITECTURE I view the markets not just as a series of tickers, but as a complex system requiring a robust architectural design. With 35 years in computer engineering and a journey as an angel investor, I don’t follow the noise; I build frameworks. For 2026, my methodology follows a strict, engineering-led top-down hierarchy. First, I identify the macro Blocks that will define the structural shifts of the year. From there, I distill these into specific Themes that hold the highest industrial and technological relevance. Finally, I select the Leaders within each themeβ€”the companies that represent the core infrastructure of our future. So Blocks > Themes > Leaders My goal is to document how an engineering mindset reads the market and to share this methodology as a personal investment journey. These are my internal notes and "personal insights" a way for me to track the evolution of this vision while providing a different perspective on how to analyze the global system. Personally, I believe that sustainable success in these volatile times is not about chasing the next "tip" but about mastering the underlying architecture of the global economy. πŸ‘‡ Dive into the full 2026 Themes Master Index V4 here for free; theanalyticaledge.substack.c… My personal insights, not financial advice (NFA). This pinned post serves as my full disclosure for all subsequent content and analysis. ⚠️ Important: Content shared here is for informational purposes only. Always do your own Due Diligence. #Methodology #InvestmentJourney #EngineeringMindset #MacroStrategy #2026Themes #MarketArchitecture #AnalyticalEdge #Strategy
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Q3 2026 Earnings Season β€” First Wave Complete. 10 companies from the Analytical Index Watchlist reported between Oct 11–25. The verdict: AI infrastructure spending hasn't slowed. The separation between winners and the rest is becoming clearer. Here's the breakdown 🧡 --- $ASML β€” Oct 14 EPS €12.95 vs €10.68 est. (+21% beat) Revenue €11.66B (inline/slight miss vs €11.85B est.) Q4 guide: €14.2–15.2B Gross margin: 57.5% --- $TSM β€” Oct 15 Revenue $46.72B (+50.9% YoY) β€” historic quarter Gross margin 66.4% (+9.4 pts YoY) Net income +68.7% YoY Q4 guide: $52.3–54.3B --- $VICR β€” Oct 20 Revenue $197.1M (+78.5% YoY, +37.5% QoQ) Backlog $406M (+166% YoY) Royalty revenue $66.6M (34% of total) EPS $1.33 --- $SPCX β€” Oct 20 Revenue $14.6B (+161% YoY) Adj. EBITDA $8.8B (+306% YoY) Super Intelligence segment: $7.6B, 66% EBITDA margin Starlink: $5.2B, 13.6M subscribers --- $ISRG β€” Oct 20 Revenue $3.05B (+22% YoY) Non-GAAP EPS $3.00 vs $2.40 (+25%) da Vinci placements: 546 (+28% YoY) da Vinci 5 mix: 58% of placements --- $TSLA β€” Oct 21 Revenue $28.05B (flat YoY) Deliveries: 486,532 (-2.1% YoY) Non-GAAP EPS $0.48 (-4% YoY) Services & Other: +33% YoY | FSD revenue: +67% YoY --- $LRCX β€” Oct 21 (Q1 FY2027) Revenue $8.22B (+22% QoQ) β€” record quarter Non-GAAP EPS $2.20 (+21% QoQ) Gross margin 52.4% WFE market estimate raised to $140B --- $IBM β€” Oct 21 Revenue $17.1B (+14% YoY, +6% constant currency) Non-GAAP EPS $2.95 Software segment: +8% YoY YTD free cash flow: $7.8B --- $META β€” Oct 22 Revenue $64.60B (+26.1% YoY vs $51.24B Q3 2025) GAAP EPS $3.83 (includes $9.89B one-time legal charge) Adj. EPS ex-charge: ~$7.40 Q4 guide: $73–76B --- $TTMI β€” Oct 22 Revenue $1.204B (+60% YoY) β€” record Non-GAAP EPS $1.46 (+118% YoY) β€” record Data Center & Networking: +115% YoY (41% of revenue) FY2026 guidance raised | FY2027 preliminary: $6.5–6.75B revenue --- The Big Picture: Companies embedded in AI infrastructure are posting the strongest numbers. $ASML $TSM $LRCX $VICR $SPCX β€” the equipment and materials layer is where the AI capex cycle is showing up first and most clearly. $META is a different story β€” using AI to make its advertising business dramatically more efficient. $64.6B in a single quarter. $TSLA is the outlier β€” vehicle business under pressure while software/AI monetization is still in early stages. $TTMI is the one nobody's talking about. PCB manufacturer. +60% revenue. +118% EPS. Book-to-bill 2.13. The boards that everything runs on. The Q4 question: does the capex cycle sustain at these levels? $ASML guide (€14.2–15.2B), $TSM guide ($52.3–54.3B), $LRCX guide ($8.60B) all say: not yet. Full analysis on Substack as free ;πŸ‘‡ theanalyticaledge.substack.c… --- Important: Content shared here is for informational purposes only. Always do your own Due Diligence. My personal insights, not financial advice (NFA). This pinned post serves as my full disclosure for all subsequent content and analysis.
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$COHR Revenue, Net Income, Net margin and Forward P/E. Last three quarter both margin and revenue is increasing.
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$MRVL valuation was higher relatively in Q2'2026,
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$NBIS valuation also getting better.
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$NOW forward P/E and Revenue is like that ; So stock price has not increased as revenue increase.
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AI Semiconductor Stack I ran Broadcom, ARM, AMD, and Intel through the full CEF V3.0 framework. Seven dimensions. One clear winner. One that's still a recovery bet. Here's how they rank πŸ‘‡ ━━━━━━━━━━━━━━━━━━━━ πŸ₯‡ $AVGO β€” CEF: 84.5 🟒 Good 86% YoY revenue growth at $29.6B quarterly. 75% gross margins. Q4 guide: $34.8B (+93% YoY). AI semiconductor revenue alone tracking toward $58B for FY2026. Hyperscaler XPU relationships that take years and billions to replicate. This is the AI infrastructure story that doesn't get enough attention. ━━━━━━━━━━━━━━━━━━━━ πŸ₯ˆ $ARM β€” CEF: 77.5 🟒 Good 98.3% gross margin. A toll road on the global chip industry. Every major hyperscaler custom silicon program runs on Arm architecture. The royalty lag means the AI revenue impact is still building. Near-monopoly enforced by ecosystem lock-in β€” not regulation. Valuation (28/100) is the primary risk. The moat is not. ━━━━━━━━━━━━━━━━━━━━ πŸ₯‰ $AMD β€” CEF: 76.9 🟒 Good Data center revenue: $6.7B, up 107% YoY. The only credible GPU alternative to Nvidia. Built from scratch in 5 years. Q3 guide: ~$13B. Management signaling data center doubles again in FY2027. Lisa Su's execution record is the most underrated asset on the balance sheet. ━━━━━━━━━━━━━━━━━━━━ 4️⃣ $INTC β€” CEF: 67.0 🟑 Medium Q2 revenue: $16.1B, +25% YoY β€” strongest growth in 15 years. DCAI up 59%. Foundry up 31%. But gross margins at 41.8%. Foundry losses at $2.1B per quarter. The most attractive valuation in the group (52/100). The question: genuine turnaround β€” or a cyclical bounce? ━━━━━━━━━━━━━━━━━━━━ CEF V3.0 Score Summary: $AVGO β†’ 84.5 🟒 Good $ARM β†’ 77.5 🟒 Good $AMD β†’ 76.9 🟒 Good $INTC β†’ 67.0 🟑 Medium Formula: FΓ—0.25 + GΓ—0.22 + CΓ—0.18 + RiΓ—0.15 + MΓ—0.08 + VΓ—0.08 + CSΓ—0.04 Full report on Substack ; theanalyticaledge.substack.c… #AI #Semiconductors #AVGO #ARM #AMD #INTC #Investing ━━━━━━━━━━━━━━━━━━━━ Important: Content shared here is for informational purposes only. Always do your own Due Diligence. My personal insights, not financial advice (NFA). This pinned post serves as my full disclosure for all subsequent content and analysis.
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The AI buildout has a bandwidth problem. Not a GPU problem. A connectivity problem. Moving data between chips, across racks, through data centers β€” at the speeds AI demands β€” is now one of the hardest engineering challenges in infrastructure. We rated the three companies solving it. $CRDO | CEF: 80.5 🟒 $ALAB | CEF: 79.0 🟒 $MRVL | CEF: 76.4 🟒 7 dimensions. One framework. Full breakdown on Substack as free ;πŸ‘‡ MRVL, CRDO, ALAB: Rating AI Connectivity's Three Biggest Names theanalyticaledge.substack.c… #AIInfrastructure #Semiconductors #CEF #TheAnalyticalEdge #CRDO #ALAB $MRVL Important: Content shared here is for informational purposes only. Always do your own Due Diligence. My personal insights, not financial advice (NFA). This pinned post serves as my full disclosure for all subsequent content and analysis.
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$COHR, $LITE, $CIEN, $GLW : Rating Optical Infrastructure’s Four Biggest Names The AI buildout has an optics problem. Not a crisis β€” a bottleneck. Moving data fast enough between racks, across data centers, at the speeds modern AI demands is now one of the hardest engineering challenges in infrastructure. We rated the four companies solving it. $COHR | CEF: 79.7 🟒 $LITE | CEF: 82.0 🟒 $CIEN | CEF: 79.2 🟒 $GLW | CEF: 77.0 🟒 7 dimensions. One framework. Full breakdown on Substack πŸ‘‡ theanalyticaledge.substack.c… #Photonics #OpticalInfrastructure #AIInfrastructure #CEF #TheAnalyticalEdge Important: Content shared here is for informational purposes only. Always do your own Due Diligence. My personal insights, not financial advice (NFA). This pinned post serves as my full disclosure for all subsequent content and analysis.
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$NAS100 $QQQ $SPY Good, market closed. Weekly candle set already. And as we expected, it has closed above the support line.
$NAS100 $QQQ $SPY Weekly close not occured yet and we have 5 hours more. But for now below opinion seems ok for now. But of course closing is everything. Let's watch closely.
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$SMTC One of the good performing company in our Growth Portfolio. Around %39 return in very short time for this ticker only. You can see that fundemantals are ok and in line with technical appearance. Revenue and EPS is increasing every quarter.
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$NAS100 $QQQ $SPY Weekly close not occured yet and we have 5 hours more. But for now below opinion seems ok for now. But of course closing is everything. Let's watch closely.
$NAS100 Do not panic in my opinion. As long as we can hold blue line support , it is just retest. Tomorrow closing is important. Not financial advice. My opinion only. $QQQ $SPY
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ethereum:native Similar to bitcoin:native. Simple one chart is enough to follow. Weekly log scale is here. Now under weekly SMA55, but trying to get support on it. Sunday night is weekly close. Need to wait it. But briefly for now it is not so bad looking also like bitcoin:native. It seems just retest and most probably Sunday night it will close above SMA55. Of course this is just my idea and most probably. It is not financial advice. bitcoin:native ethereum:native $COIN $HOOD $CRCL $BMNR
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bitcoin:native No need complex charts. Weekly log scale is here. Now after touching SMA55, now bouncing. Sunday night is weekly close. Need to wait it. But briefly fo rnow it is not so bad looking. It seems just retest. bitcoin:native $ETH $COIN $HOOD $CRCL $BMNR
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$QQQ It is valid up to moment what we said yesterday. Of course closing is important.
$QQQ Weekly close above $747 makes this price action just shake out. I will be calm and wait tomorrow weekly close.
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$NBIS SMA55 support is working for now
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$PLTR As we said earlier, it is on the way to ATH.
$PLTR In such day, still resisting. So ready for ATH in short term.
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Energy Theme details are as follows ; T07 Β· Energy & Nuclear β€” Analytical Index The power generation ecosystem fueling the AI infrastructure build-out, broken into 7 sub-groups: Industrial Turbine & Power Equipment: $GEV, $ETN Fuel Cell & Clean Energy: $BE, $FLNC, $FSLR, $AMPX, $SLDP Nuclear Fuel & Uranium Miner: $CCJ, $UUUU, $NXE, $UEC, $LEU Nuclear Reactor & Equipment: $BWXT, $OKLO, $NNE, $TE Energy Producer & Pricing: $VST, $VLO, $CEG, $NRG, $TLN Renewable & Other: $ENLT, $FCEL, $NRGV, $URNJ Uranium ETF: $URNM AI runs on electricity. This is the stack that generates it. Important: Content shared here is for informational purposes only. Always do your own Due Diligence. My personal insights, not financial advice (NFA). This pinned post serves as my full disclosure for all subsequent content and analysis. #GEV #ETN #BE #FLNC #FSLR #AMPX #SLDP #CCJ #UUUU #NXE #UEC #LEU #BWXT #OKLO #NNE #TE #VST #VLO #CEG #NRG #TLN #ENLT #FCEL #NRGV #URNJ #URNM
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Another Theme is as follows ; T06 Β· Optical Interconnects β€” Analytical Index The photonics ecosystem enabling high-speed AI data movement, broken into 8 sub-groups: Fiber Infrastructure: $GLW Substrate & Material: $AXTI Transceiver & Laser: $COHR, $LITE, $AAOI, $SMTC, $MXL, $LPTH, $SIVE, $POET, $HIMX Foundry (Optical Chip): $TSEM, $GFS Optical Network System: $CIEN, $NOK, $MTSI, $SANM, $FN Test & Metrology: $KEYS, $ONTO, $CAMT, $FORM, $COHU, $AEHR, $VIAV, $LASR, $OPTX, $VECO ETF; $EUV, $LAZR, $LUMA, $FOTO, $LYTE Light is the new copper β€” the full optical stack from fiber to co-packaged optics. Important: Content shared here is for informational purposes only. Always do your own Due Diligence. My personal insights, not financial advice (NFA). This pinned post serves as my full disclosure for all subsequent content and analysis. #GLW #AXTI #COHR #LITE #AAOI #SMTC #MXL #LPTH #SIVE #POET #HIMX #TSEM #GFS #CIEN #NOK #MTSI #SANM #FN #KEYS #ONTO #CAMT #FORM #COHU #AEHR #VIAV #LASR #OPTX #VECO #EUV #LAZR #LUMA #FOTO #LYTE
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Another Theme is as follows ; T01 Β· AI Compute & Design β€” Analytical Index The chip design ecosystem powering AI, broken into 8 sub-groups: GPU & AI Chip: $NVDA, $AMD Custom ASIC & Network Silicon: $AVGO, $MRVL, $CRDO, $SITM CPU & Foundry Architecture: $ARM, $INTC Rack-Level Interconnect: $ALAB, $VICR Chip IP Licensing: $AIP System Integrator: $PENG ETF: $SOXX Watchlist β€” Next-Gen Chip: $NVTS, $CBRS From GPU clusters to custom silicon β€” the full AI compute stack. Important: Content shared here is for informational purposes only. Always do your own Due Diligence. My personal insights, not financial advice (NFA). This pinned post serves as my full disclosure for all subsequent content and analysis. #NVDA #AMD #AVGO #MRVL #CRDO #SITM #ARM #INTC #ALAB #VICR #AIP #PENG #SOXX #NVTS #CBRS
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