Diary of a Rural Manager!

A strong career is rarely built through one big breakthrough. More often, it is the result of getting the basics right, communicating your value clearly, and showing consistent effort over time. Whether you are applying for jobs, trying to pivot, or aiming for faster growth, the formula is simple: build your toolkit, sharpen your story, and execute with discipline. 1) Start with the basic job toolkit Your first priority is to build the essentials: resume, LinkedIn, and interview preparation . These three elements form your professional toolkit. A resume should be concise, achievement-led, and easy to scan. A LinkedIn profile should reinforce your positioning and credibility. Interview prep should help you speak clearly about your experience, motivations, and strengths. Focus on: A 1–2-pages resume with strong action verbs and measurable outcomes An ATS-friendly format without graphics, logos, or clutter A LinkedIn profile that reflects your current narrative and target roles 2) Answ...

Those who want to read the main AI Glossary can go here:   Glossary - Artificial Intelligence . 1) Three Drivers of AI Innovation Data Proliferation : Vast growth in available digital data (text, images, audio, logs, etc.) that AI systems can learn from. Algorithm Advancement : Improved learning algorithms and architectures that can extract better patterns from data and train stronger AI models. Computing Hardware Development :  High-powered computing systems (especially GPU-based and advanced semiconductor hardware) that can process massive datasets quickly and efficiently. 2) NLP Foundations & Tasks (Practical Building Blocks) Tokenization:  Breaks raw text into smaller units called tokens (words, subwords, or characters). This is typically the first step in NLP pipelines such as language modeling and machine translation. Example: “Natural Language Processing” → ["Natural", "Language", "Processing"]. Note: Subword methods like Byte-Pair Encoding (BPE...

Activation Function : A mathematical function used in neural networks to calculate the output of each neuron from its input data Artificial General Intelligence (AGI) , also called deep AI or strong AI, is the advanced phase of AI where it holds the cognitive abilities to carry out activities like humans.  AGI can mimic human intelligence; learn, think, understand and solve problems like humans; and take decisions by combining human beings’ reasoning and flexible thinking with computational advantages.  It deploys the theory of mind AI framework to understand human beings and distinguish between emotions, needs, beliefs and thought process AI Agents : Advanced AI applications that automate and manage tasks or workflows, often through integration with other digital tools AI Model : A computer model that mimics human intelligence by generating machine outputs from given inputs ASI, also called as Super AI , is a highly advanced phase of AI system that exceeds human intelligence....

Preparing for interviews isn’t about memorizing answers—it’s about clarity of thought and structured reflection. I’ve curated 45 high-impact interview questions, clearly split into must-prepare and situational, along with crisp frameworks to respond with confidence. MUST-PREPARE (You should have polished, confident answers) Tell me about yourself What are your strengths? What is your weakness? Why should we hire you? Why do you want this role? Where do you see yourself in five years? Why are you leaving your current or previous job? Why have you changed jobs multiple times? What do you know about our organization? How do you measure success or impact in your work? Describe a major challenge or toughest decision you’ve faced Tell me about a time you failed or missed a deadline Can you handle high-pressure situations? How do you prioritize tasks? Describe your work style What does leadership mean to you? How do you balance speed vs quality in execution? What would you do in your first 90...

Are you looking for ways to get more out of AI tools like ChatGPT or Gemini, or Perplexity?  Let us learn about prompt. A prompt is a written instruction or command that directs the AI to perform a task. Mega-prompts are great when you already have all the information on hand and need a direct output without much back-and-forth. Prompt chaining is useful for more complex tasks that may require clarifications, multiple revisions, or when you need to probe deeper into specific details. Today, I will share a set of expertly crafted prompt templates designed for  making your interactions more productive and your output sharper.   Try these prompts in your next AI query and watch your work improve with better clarity, deeper insights, and faster progress.  Teaching and Breaking Down Concepts Imagine you’ve spent 20 years mastering [industry/topic]. Explain its fundamentals to a complete beginner, using simple analogies, clear logic, and step‑by‑step breakdowns. Teach...

Mr Nishant Chavan has originally shared the list of websites for employment in the Development Sector. I had added few in the list. This list gives access to job portals that would lead to a better employment scenario and less search time for exploring job opportunities. 1. Database for NGOs / Development / Social Impact Sector 2. http://www.ngobox.org/joblisting.php 3. http://www.nextbillion.net/jobsfeed.aspx 4.  http://www.globalcharityjobs.com/Jobs_board 5. http://www.idealist.org/search/v2/?search_type=job  6. http://jobs.thegiin.org/jobs 7. http://www.iimjobs.com/k/ngo-jobs-133.html 8.  http://www.jobisjob.co.in/mumbai/ngo/jobs 9. http://www.jobsforgood.com/jobs.html 10. https://www.indeed.co.in/jobs?q=NGO&l=India 11.  http://www.careesma.in/jobs?q=ngo&lc=India 12.  http://www.devnetjobsindia.org 13. http://www.indevjobs.org/ 14. http://www.karmany.org/jobs 15. https://www.devex.com/en/jobs 16. http://www.thebetter...

There’s a new group of youths who are restless and constantly looking for challenging work in Non profit sector. So how can a candidate look for organizations that can utilize their skills for its benefit? I am sharing an updated list of top job sites by field and region. This post will be useful for aspiring candidates looking for a job in Non Profit, development, or humanitarian work. Charityjob (UK) Idealist (General + Global) Impact Pool (General + Global) ICT4DJobs (tech + Development) SID-W (Development) Humentum (Development) Devex (Development) GlobalJobs (Development) UNJobs (Development + Humanitarian) ReliefWeb (Humanitarian Assistance) ALNAP (Humanitarian) PCDN (Social Impact ) NGOJobBoard (US Nonprofit) NationalNonprofits (US nonprofit) NTEN (Nonprofit + Tech) RezScore (Nonprofit) Commongood (US Nonprofit) Chronicle of Philanthropy (Nonprofit) BOND (Europe) Eurojobs (Europe)  Third Sector Jobs (UK) CharityVillage (Canada ) Ethical Jobs (Austral...

Update 2026: The Database is updated and free to access.   Revised: Firms for Development Sector Professional  Information itself is big business, after all this is the age of big data. I had written before on the topic in  Job Search in Rural Management Domain . Due to the limited access to information and networks, youths from Tier 2 and 3 areas struggle to get good jobs in the development sector. Youths didn't know even the names of the organizations working in the ecosystem. It is best to choose target employers where one would like to work and focus your efforts on those jobs and employers while searching for jobs. This database is delivered as solutions to bridge recruitment gaps and tap non-profits, social enterprises, and other mission-driven organizations. With over INR 50,000 Crore was spent in 4 years alone in the CSR sector and huge public welfare implementation done by Government, there is an immense chance for jobs in diverse roles. I have a small exper...

On 30th June 2019, I had an esteemed opportunity to participate in Industry Connect Talk of Xavier School of Rural Management. The talk was conducted for the Rural Management batch of 2019-21. Truth be shared, this is the first time, I’ve given a talk in public place and that too a batch of aspiring rural managers. The speech revolved around exploring diverse opportunities in two years of college stay. I also gave a brief overview of the skills, students are expected to acquire before they venture into their careers in the respective domains of their choice Career or academic goals may vary from time to time yet few qualities always help in gaining new heights. These three qualities were insights of a colleague ( Subash Kumar ). These are: Relationship Management, Deep commitment to Work and Always remembering 'Bad times will last longer than good times'. Interaction with students was really good but student debt was on the mind of each & every rural manager. PS: ...

A recent study of more than 600,000 researchers, entertainers, politicians, and athletes found that high performers are 400 percent more productive than average ones. Steve Jobs summed up talent’s importance with this advice: “Go after the cream of the cream. A small team of A+ players can run circles around a giant team of B and C players.” But only big 4 Consulting firms and donor agencies have power over the candidate with good monetary compensation and brand value. The other organizations have to design better HR retention strategy as they don't have deep pockets. Being a leader at development organization is a tough task. There are essentially three basic ingredients that teams expect from a leader: Direction, Trust and Hope. Hence, building high impact team is tough as each individual require set of smart goals, timely feedback, progress monitoring, and supporting mechanism in the team. Yet, being a leader can lull one into a state of complacency. In that state one tend to ...