# Sandeep Palakodeti, MD MPH (@DrDeepMD) on x

- id: koinon:creator:x_drdeepmd
- url: https://koinonlink.com/kol/x/DrDeepMD
- schema_version: 1.4

## Identity
- platform: x
- handle: DrDeepMD
- platform_url: https://twitter.com/DrDeepMD
- website: http://www.velocityhealthclinic.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 8175
- following: 1159
- posts_total: 9452
- posts_observed: 24
- posts_per_day: 5.334
- account_age_days: 1772
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00061
- best_post_interactions: 5
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: lifestyle
- subcategory: fitness
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: TRT/HRT and peptide therapies, Responsible use of hormone treatments, Mentorship and coaching in medicine/entrepreneurship, AI capabilities in health
- bio: Author, The Ultimate Asset: https://t.co/ZL9EcEU5DO. Physician, CEO & Founder @join_velocity ex- @harvardmed @mayoclinic

## Audience (inferred)
- status: present
- description: Men seeking TRT/HRT or peptide therapies, plus health-optimization enthusiasts and physician-entrepreneurs
- roles: consumer
- seniority: consumer
- pain_points: Finding safe, responsible TRT/HRT providers, Avoiding risks and improper protocols with hormones or peptides, Navigating medical careers while building side businesses
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 64
- authenticity_basis: engagement_observed
- credibility_score: 79
- flagged_for_review: false
- koinon_bd_grade: A — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_drdeepmd#945855d2] Throughout my medical and entrepreneurial career, I can confidently say I am not who I am without my mentors and coaches. To this day I am still seeking to learn from those more knowledgeable than myself. We made Velocity Trust because there should be a reliable, dependable, and  (https://twitter.com/DrDeepMD/status/2013269794632450409)
- [x_drdeepmd#4e9397b7] If you’re going to do TRT, make sure you do it right! And if you want a partner to make sure you’re doing it right, we offer FREE consult calls at Velocity where we learn who you are, what your health goals are, and how we can help get you there
- [x_drdeepmd#ff012119] TRT, HRT, and peptides have so much potential. But, to quote Uncle Ben, "with great power, comes great responsibility". We started Velocity Trust because we want to be your partner in taking that responsibility
- [x_drdeepmd#150bb565] AI is capable of amazing things, and its

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=77, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=108, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 77
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 6
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_drdeepmd
- Request removal: https://koinonlink.com/claim?k=x_drdeepmd
- Terms: https://koinonlink.com/for-ai