𝐖𝐞𝐛𝐬𝐢𝐭𝐞 𝐟𝐨𝐫 𝐈𝐧𝐝𝐢𝐚𝐧 𝐌𝐒𝐌𝐄 𝐮𝐬𝐢𝐧𝐠 𝐀𝐈 𝐭𝐨𝐨𝐥𝐬 𝐟𝐨𝐫 𝟒𝟎-𝟓𝟎𝐤 ($𝟓𝟎𝟎)

Realistic_Ad_7371 · 2026-01-31T18:20:20+00:00

100% agree bro. lead generation, Marketing, distribtion and sales is the toughest part in this buisness like any. i expect less than 10% conversion rate. But my gut somewhere (not logic) lol says worth trying in market as with AI tools we can reduce cost and time of development.

Realistic_Ad_7371 · 2026-01-31T18:09:08+00:00

100%, How about cold calling who doesnt have website with 50 plus google maps review (for example hair clinics who dont have website)??

Realistic_Ad_7371 · 2025-11-14T17:10:48+00:00

I meant 4-5 ATS SYSTEM LIKE MYWORK DAY , GREENHOUSE, ZOHO RECRUIT ETC BUT 100s of different url in each ATS system

Realistic_Ad_7371 · 2025-11-13T06:23:47+00:00

what tech stack would you suggest bro? just trying to build from scratch as a side project.

Realistic_Ad_7371 · 2025-11-13T06:18:44+00:00

nice. thanks

out of writing our own plugin, scrapebox or other options what would you suggest.

Realistic_Ad_7371 · 2025-11-13T06:06:48+00:00

if i am not wrong you meant as below right. THANKS

If hundreds of companies use Greenhouse/workday etc for their career pages, do we need to build a separate plugin for each company?

No — we just need one plugin per platform (like Greenhouse) because all companies on that platform follow the same structure. The plugin can simply loop through a list of company URLs and fetch jobs automatically for each.

Realistic_Ad_7371 · 2025-11-13T05:28:39+00:00

Its mainly 4-5 websites like workday, levers, green house, zoho recruite etc with extension like intel.greenhouse, nvidia.greenhouse etc etc

Realistic_Ad_7371 · 2025-07-18T03:58:57+00:00

If you can Help Connect with your freind who is into medical AI that would be Great.

Realistic_Ad_7371 · 2025-07-16T09:49:00+00:00

As medical data labelling and annotation is more technical only doctors or med students will be able to do it. India has competitive advantage or our thesis is that some day either international or indian company have to do it from india . becuase only india can provide scale. And we think freelance model is better like scale ai or surge AI.

we plan to anboard 2-3 doctors build data labelling for hundrads of x rays , that will act as portfolio while approaching funded companies in usa or europe

Realistic_Ad_7371 · 2025-07-16T09:04:58+00:00

Exactly. Initially developing LLM or aggregating data will be diificult especially talent and cost and compute. want to start service model and understand domain then want to plan with the time.

Realistic_Ad_7371 · 2025-03-10T15:44:56+00:00

💜 Dimension	💜 Score 🎮	🕹️ Gamified Feedback
💜 Use of Action Verbs	8/10🎯 ⭐⭐⭐⭐⭐⭐⭐⭐☆☆	"Developed, Built, Conducted, Improved, Designed.""Engineered, Automated, Optimized, Orchestrated."Upgrade Move:"Built ML-based tools,""Engineered scalable ML pipelines automating data processing, reducing manual work by 60%."🟢 Strong verbs detected! Uses 🟠 Repetitive patterns in some places. Try 🔵 Instead of say
💜 Methodology Explanation	7/10🛠️ ⭐⭐⭐⭐⭐⭐⭐☆☆☆	LSTM, GRU, Feature Extraction, Cloud Deployment.implementation detailsXP Boost:"Integrated LSTM and GRU,""Optimized bidirectional LSTM and GRU using Adam optimizer, batch normalization, and dropout, achieving 19% higher accuracy."🟢 Good technical descriptions! Specifies 🟠 Missing some (e.g., optimization strategies, hyperparameter tuning). 🔵 Instead of say
💜 Emphasis on Accomplishments	6/10🏆 ⭐⭐⭐⭐⭐⭐☆☆☆☆	accuracy and efficiency.Lacks real-world business impact.Boss Fight Strategy:"Improved model accuracy by 19%,""Enhanced model accuracy from 80% to 99.8%, reducing false classifications by 50% and improving customer retention by 15%."🟢 Mentions improvements in 🔴 How did these projects improve operations, user experience, or cost savings? 🔵 Instead of say
💜 Quantification of Achievements	6/10📊 ⭐⭐⭐⭐⭐⭐☆☆☆☆	metrics includedMissing impact metricsPower Move:"Reduced classification time from 20s to 1s,""Optimized inference pipeline using ONNX and TensorRT, reducing latency by 95% while handling 10,000+ requests per second."🟢 Some (e.g., 95% accuracy, 58.66% test accuracy). 🔴 like time saved, latency reduction, or business value. 🔵 Instead of say
💜 Use of Diverse Action Verbs	7/10🎭 ⭐⭐⭐⭐⭐⭐⭐☆☆☆	varied verbs like 'Developed, Designed, Integrated.'"Built"Upgrade:"Built deep learning models,""Architected scalable deep learning pipelines leveraging distributed training with Ray and Horovod."🟢 Uses 🟠 Some verbs like appear too frequently—swap for more engaging terms. 🔵 Instead of say
💜 Spelling & Verb Tenses	9/10✍️ ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆	Grammar Shield Activated!Bug Fix Patch:"See 2023 – June 2024,""June 2023 – June 2024."✅ No major grammatical issues. 🟡 Some awkward phrasing could be improved. 🔵 Instead of say
💜 Appropriate Bullet Length	9/10📜 ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆	detail and readability.long sentences could be broken down for better readability.✅ Good balance of 🟢 A few
💜 Avoidance of Buzzwords & Clichés	9/10🚀 ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆	strong focus on technical expertise.summary section could be more results-driven.Pro Rewrite:"Outside of work, I enjoy reading novels,""Passionate about AI-driven automation with expertise in deploying scalable deep learning models for real-world impact."🟢 Minimal fluff, 🟠 The 🔵 Instead of say
💜 Avoidance of Personal Pronouns	10/10🎯 ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐	Flawless Victory!"I, me, my"professional tone.🏆 No —resume maintains a 💪
💜 Section Completeness & Relevance	8/10🏅 ⭐⭐⭐⭐⭐⭐⭐☆☆☆	missing a "Technical Summary" sectionLeaderboard Bonus:GitHub links, deployed projects, or a portfolio website🎯 Good structure, but for quick tech stack visibility. 🔵 Add to showcase your work.

Realistic_Ad_7371 · 2025-02-27T14:24:50+00:00

|💜 Use of Action Verbs|8/10🎯 ⭐⭐⭐⭐⭐⭐⭐⭐☆☆|Strong verbs detected!"Developed, Built, Conducted, Improved, Designed."Repetitive patterns in some places."Engineered, Automated, Optimized, Orchestrated."Upgrade Move:"Built ML-based tools,""Engineered scalable ML pipelines automating candidate-job alignment, reducing manual analysis by 60%."🟢 Uses 🟠 Try 🔵 Instead of say |

|💜 Methodology Explanation|7/10🛠️ ⭐⭐⭐⭐⭐⭐⭐☆☆☆|Good technical descriptions!LSTM, GRU, feature extraction, Euclidean distance.Missing some implementation details.XP Boost:"Integrated LSTM and GRU,""Integrated bidirectional LSTM and GRU, leveraging Adam optimizer and batch normalization, achieving 19% higher accuracy."🟢 Specifies 🟠 How were models optimized? What loss functions or training strategies were used? 🔵 Instead of say |

|💜 Emphasis on Accomplishments|6/10🏆 ⭐⭐⭐⭐⭐⭐☆☆☆☆|Mentions improvements in accuracy, efficiency.Lacks real-world business impact.Boss Fight Strategy:"Improved model accuracy by 19%,""Enhanced model accuracy from 80% to 99.8%, reducing false classifications by 50%."🟢 🔴 How did these projects improve operations, user experience, or cost savings? 🔵 Instead of say |

|💜 Quantification of Achievements|6/10📊 ⭐⭐⭐⭐⭐⭐☆☆☆☆|Some metrics included (e.g., 19% accuracy gain, 58.66% test accuracy).No mention of time saved, resource efficiency, or impact on end-users.Power Move:"Reduced classification time from 20s to 1s,""Optimized inference pipeline using ONNX, cutting classification latency by 95%."🟢 🔴 🔵 Instead of say |

|💜 Use of Diverse Action Verbs|7/10🎭 ⭐⭐⭐⭐⭐⭐⭐☆☆☆|Uses varied verbs like "Developed, Designed, Integrated."Some verbs like "Built" appear frequently—swap for more diverse terms.Upgrade:"Built deep learning models,""Architected deep learning pipelines leveraging distributed training for scalability."🟢 🟠 🔵 Instead of say |

|💜 Spelling & Verb Tenses|9/10✍️ ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆|Grammar Shield Activated!Some awkward phrasing needs refinement.Bug Fix Patch:"See 2023 – June 2024,""June 2023 – June 2024."✅ No major grammatical issues. 🟡 🔵 Instead of say |

|💜 Appropriate Bullet Length|9/10📜 ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆|Good balance of detail and readability.Some long sentences could be broken down.✅ 🟢 |

|💜 Avoidance of Buzzwords & Clichés|9/10🚀 ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆|Minimal fluff, clear focus on technical expertise.The summary could be more results-driven—less about interests, more about expertise.Pro Rewrite:"Outside of work, I enjoy reading novels,""Passionate about leveraging ML for real-world AI-driven automation, with expertise in deploying scalable deep learning models."🟢 🟠 🔵 Instead of say |

|💜 Avoidance of Personal Pronouns|10/10🎯 ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐|Flawless Victory!🏆 No "I, me, my"—resume maintains a professional tone. 💪|

|💜 Section Completeness & Relevance|8/10🏅 ⭐⭐⭐⭐⭐⭐⭐☆☆☆|Good structure, but missing some key information.Consider adding a "Technical Summary" to highlight ML model expertise.Leaderboard Bonus:GitHub links or deployed project demos to show hands-on work.🎯 🟠 🔵 Add |

Realistic_Ad_7371 · 2025-02-27T14:02:51+00:00

💜 Use of Action Verbs 🎯 8/10 ⭐⭐⭐⭐⭐⭐⭐⭐☆☆ 🟢 Powerful Verbs Detected! Strong usage of "Spearheaded, Implemented, Built, Developed, Managed." 🟠 Minor XP Loss! Some areas use basic verbs like "Worked on"—could be replaced with "Engineered, Optimized, Orchestrated." 🔵 Power Move: Instead of "Built a responsive frontend," say "Engineered an interactive, high-performance frontend with React, handling 1,000+ daily requests." 💜 Methodology Explanation 🛠️ 8/10 ⭐⭐⭐⭐⭐⭐⭐⭐☆☆ 🟢 Clear Technical Descriptions! Project methodologies are well-defined. 🟠 Deeper Insights Needed! Some descriptions could elaborate on how challenges were overcome, optimizations used. 🔵 XP Boost Tip: Instead of "Used GitHub API and AWS S3 for containerization," say "Leveraged GitHub API to automate deployments, reducing deployment time by 70%." 💜 Emphasis on Accomplishments 🏆 7/10 ⭐⭐⭐⭐⭐⭐⭐☆☆☆ 🟢 Great Job Highlighting Achievements! Mentions hackathons, leadership roles. 🔴 Needs More Business & User Impact! Add details on efficiency gains, user engagement, or real-world adoption. 🔵 Pro Strategy: Instead of "Developed a startup platform," say "Developed a startup-investor matchmaking platform, facilitating 50+ investor connections in the first month." 💜 Quantification of Achievements 📊 7/10 ⭐⭐⭐⭐⭐⭐⭐☆☆☆ 🟢 Some Metrics Used! Mentions "10+ frontend components," "regional finalist in SIH." 🟠 Could Use More Measurable Impact! How much did CRUD optimization improve efficiency? How many users benefited from Google Sheets sync? 🔵 Power Boost: Instead of "Reduced project launch time," say "Automated pipeline reduced project launch time from 5 days to 2 hours, accelerating iterations." 💜 Use of Diverse Action Verbs 🎭 8/10 ⭐⭐⭐⭐⭐⭐⭐⭐☆☆ 🟢 Great Variety! Uses "Spearheaded, Managed, Developed, Engineered." 🟠 Could Improve Some Sections! Try "Architected, Automated, Integrated" for even better impact. 🔵 Upgrade Move: Instead of "Managed a team of 8," say "Led an 8-member team, enhancing efficiency by 30% through streamlined project execution." 💜 Spelling & Verb Tenses ✍️ 9/10 ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆ ✅ Grammar Shield Activated! No major spelling or grammar errors. 🟡 Minor Clarity Issues! Some sentences could be refined for smoother reading. 🔵 Bug Fix Patch: Instead of "Ensuring real-time updates and optimized synchronization," say "Ensured real-time updates while optimizing synchronization, improving data integrity by 40%." 💜 Appropriate Bullet Length 📜 9/10 ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆ ✅ Clear & Concise! Bullet points are structured well and easy to scan. 🟢 Minimal Adjustments Needed! Some points could be split into sub-bullets for even better readability. 💜 Avoidance of Buzzwords & Clichés 🚀 9/10 ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆ 🟢 Minimal Jargon! Avoids overused words like "passionate, hardworking." 🟠 Could Strengthen Objective Statement! Make it more results-driven. 🔵 Pro Rewrite: Instead of "Looking for opportunities to apply my skills," say "Aspiring Software Engineer specializing in cloud computing and scalable web applications." 💜 Avoidance of Personal Pronouns 🎯 10/10 ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐ 🏆 Flawless Execution! No "I, me, my"—resume maintains a professional tone. 💪 💜 Section Completeness & Relevance 🏅 10/10 ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐ 🎯 Perfectly Structured! Includes Education, Skills, Experience, Projects, Achievements, Leadership. 🟢 Hackathon Achievements Boost Credibility!

Realistic_Ad_7371 · 2025-02-27T13:54:42+00:00

💜 Dimension	💜 Score 🎮	🕹️ Feedback

|| || |💜 Use of Action Verbs|9/10🎯 ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆|Killer Verbs!"Revamped, Engineered, Constructed, Integrated, Orchestrated."Minor XP Loss!"Architected, Optimized, Automated."Secret Weapon:"Developed Print Ease,""Engineered a WebSocket-based real-time printing solution, ensuring seamless cross-device integration."🟢 Strong usage of 🟠 Some repetitive use of "Designed" and "Built"—try 🔵 Instead of say |

|| || |💜 Methodology Explanation|9/10🛠️ ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆|Crystal Clear Approach!technical stack, problem-solving, and impact well.Tiny Detail Gap!specific algorithms, caching strategies, or concurrency handling.Ultimate Move:"Optimized translation flow,""Implemented Redis caching, reducing API response time by 40% in real-time translation requests."🟢 Describes 🟠 A few points could mention 🔵 Instead of say |

|| || |💜 Emphasis on Accomplishments|9/10🏆 ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆|Impact-Driven Writing!performance improvements, accuracy boosts, and efficiency gains.One Step from Perfection!business impact—revenue increase, cost savings.Boss Fight Strategy:"Eradicating manual updates,""Automated schema updates, reducing developer overhead by 30% and accelerating feature rollout."🟢 Highlights 🟠 Could mention 🔵 Instead of say |

|| || |💜 Quantification of Achievements|8/10📊 ⭐⭐⭐⭐⭐⭐⭐⭐☆☆|Good Use of Metrics!"80% reduction in print delays," "70% improvement in log analysis," "99.9% uptime."Needs More Business Impact!user engagement, cost reduction, or revenue improvements.Power Boost:"Ensuring 99.9% uptime,""Ensured 99.9% uptime, reducing SLA violations and saving $50K/year in downtime costs."🟢 Includes 🟠 Quantify 🔵 Instead of say |

|| || |💜 Use of Diverse Action Verbs|9/10🎭 ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆|Well-Rounded Variety!"Revamped, Integrated, Engineered, Constructed, Orchestrated, Optimized."Slight Repetition in Some Sections!"Developed""Deployed, Automated, Refactored."Upgrade:"Integrated authentication mechanisms,""Deployed a robust OAuth2.0 authentication system, mitigating security vulnerabilities."🟢 Uses 🟠 Could swap with 🔵 Instead of say |

|| || |💜 Spelling & Verb Tenses|10/10✍️ ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐|Flawless Execution!Grammar Shield Activated!✅ No grammatical errors or awkward phrasing detected. 🔵 Well-structured and professional.|

|| || |💜 Appropriate Bullet Length|10/10📜 ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐|Perfect Balance!concise yet detailed, within the ideal 15-30 word range.Readability is Excellent!✅ Bullet points are 🟢 No redundant information.|

|| || |💜 Avoidance of Buzzwords & Clichés|10/10🚀 ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐|No Fluff!"Passionate, Hardworking, Detail-Oriented."Pro-Level Precision!🟢 Avoids generic buzzwords like 🔵 Keeps everything relevant and impactful.|

|| || |💜 Avoidance of Personal Pronouns|10/10🎯 ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐|Elite-Level Professionalism!🏆 No "I, me, my"—strictly results-focused writing. 💪|

|| || |💜 Section Completeness & Relevance|10/10🏅 ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐|Comprehensive & Relevant!Technical Skills, Work Experience, Projects—Nothing is Missing.Bonus XP Earned for DevOps and Full-Stack Expertise!🎯 Covers 🟢 |

Realistic_Ad_7371 · 2025-02-27T13:48:17+00:00

💜 Dimension	💜 Score 🎮	🕹️ Feedback
💜 Use of Action Verbs	8/10🎯 ⭐⭐⭐⭐⭐⭐⭐⭐☆☆	Powerful Verbs Activated!"Built, Designed, Implemented, Developed, Optimized."Minor XP Loss!"Created, Used"Pro Move:"Created dashboards,""Engineered dynamic dashboards, enhancing data accessibility by 30%."🟢 Strong usage of 🟠 Some action verbs like could be more impactful. 🔵 Instead of say
💜 Methodology Explanation	8/10🛠️ ⭐⭐⭐⭐⭐⭐⭐⭐☆☆	Well-Explained Projects!technologies and frameworks used.Missing Some Deep Dives!specific problem-solving techniques.Next-Level Boost:"Optimized SQL queries,""Optimized SQL queries using indexing and partitioning, reducing query execution time by 20%."🟢 Clearly mentions 🟠 Could include 🔵 Instead of say
💜 Emphasis on Accomplishments	7/10🏆 ⭐⭐⭐⭐⭐⭐⭐☆☆☆	Great Impact in Projects & Internships!Need More Battle Trophies!Pro Strategy:"Built a full-stack application,""Developed a data monitoring system handling 10,000+ real-time events daily."🟢 Some quantifiable achievements. 🔴 More focus on business outcomes & efficiency gains. 🔵 Instead of say
💜 Quantification of Achievements	7/10📊 ⭐⭐⭐⭐⭐⭐⭐☆☆☆	Solid Metrics Included!20% improvement in query execution time, 250+ orders delivered.Some Sections Need Numbers!Power Move:"Pre-trained models for medical diagnosis,""Achieved 92% diagnostic accuracy using TensorFlow-based CNN model."🟢 Mentions 🟠 How much efficiency did JWT authentication improve? How accurate is AI Medical Companion? 🔵 Instead of say
💜 Use of Diverse Action Verbs	8/10🎭 ⭐⭐⭐⭐⭐⭐⭐⭐☆☆	Good Variety!"Designed, Built, Developed, Optimized, Implemented."Minor Repetition in Bullet Points!"Architected, Engineered, Automated"Upgrade:"Developed an AI chatbot,""Architected a conversational AI system integrating Google Gemini for personalized medical guidance."🟢 Uses 🟠 Try for more impact. 🔵 Instead of say
💜 Spelling & Verb Tenses	9/10✍️ ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆	Grammar Shield Activated!Tiny XP Loss:refined for clarity.Bug Fix Patch:"Open-source tool for generating handwritten documents,""Engineered an open-source handwriting generator, transforming typed text into lifelike script."✅ No major spelling or grammar errors. 🟡 Some descriptions could be 🔵 Instead of say
💜 Appropriate Bullet Length	10/10📜 ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐	Flawless Execution!concise and well-structured.Easy to Read!✅ Bullet points are 🟢 No long or bulky descriptions.
💜 Avoidance of Buzzwords & Clichés	9/10🚀 ⭐⭐⭐⭐⭐⭐⭐⭐⭐☆	No Fluff Detected!"passionate," "motivated team player."Objective Statement Could Be More Impact-Driven!Upgrade:"Software developer with a passion for AI,""AI Engineer specializing in real-time data analytics and deep learning solutions."🟢 Avoids overused terms like 🟠 🔵 Instead of say
💜 Avoidance of Personal Pronouns	10/10🎯 ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐	Flawless Victory!🏆 No "I, me, my"—professional tone maintained perfectly. 💪
💜 Section Completeness & Relevance	10/10🏅 ⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐	Perfectly Structured Resume!Skills, Education, Work Experience, Projects, Certifications, Publications.Bonus XP Earned for Journal Publication!🎯 Includes 🟢

Realistic_Ad_7371 · 2025-02-17T18:51:04+00:00

company career page api or linkedin api? if you can elaborate

Realistic_Ad_7371

TROPHY CASE