Work Corpus
RESUME.JSON
For the programmatically enabled out there, here’s a js object for you to parse my work into tools of your choice.
jq is a decent start:
curl -s https://thebitmage.com/resume/resume.json | jq -C
Fabric is great if you have it handy:
curl -s https://thebitmage.com/resume/resume.json | fabric -s --pattern create_summary
As of 14th Oct 2024
Raj Patil | raj@thebitmage.com
Experience
Principal Engineer: ESDS Software Solutions
March 2024 - Present
- principally researching and developing applications of AI and ML targeted towards IT Operations - AIOps.
- overseeing an interdisciplinary research lab that operates across domains: AI, IOT, Cyber-Security, and more.
AI Engineer: ESDS Software Solutions
Nov 2022 - March 2024
- developed a comprehensive sentiment analysis portal from the ground up, focusing on customer satisfaction within the ticketing portal.
- now crucial within the organization, used to quantify customer satisfaction and identify areas of improvement with regards to customer experience.
- headed AI integration across diverse departments, identifying and implementing multi-model pipelines (natural language processing, computer vision and traditional machine learning solutions)
- served multiple client facing AI-related requests, most promiment of which resulted in the School Education and Sports Department of Maharashtra winning a Guinness World Record, for which ESDS was the technical facilitator.
- Mentored individuals across domains and began honing my managerial/leadership aptitude.
Personal Sabbatical
Aug 2022 - Nov 2022
- deliberate decision to take a hiatus to address health concerns
- context: diagnosed with severe deficiencies in several micronutrients and minerals.
- delved in several epistemological works to further my personal intellectual pursuits.
Goldman Sachs: Analyst
July 2022 - Aug 2022
- briefly worked as an Analyst at Goldman Sachs, gaining valuable exposure to the financial industry.
- Although a shorter engagement, had the opportunity to gain insights into the organization and its operations.
IIT Hyderabad | KLA Tencor: Research Assistant
Aug 2021 - May 2022
- Collaborated with Prof. Vineeth N.B. on research to develop a generic transferability score for inter-domain transfer-learning tasks.
- Focused on computer vision applications within chip technologies.
- Leveraged knowledge in Domain Adaptation (Transfer Learning) to address relevant challenges.
Goldman Sachs: Summer Analyst
June 2021 - July 2021
- worked towards enhancing (unsupervised) clustering interpretability.
- developed a versatile multidimensional hyperparameter grid search framework to automate model optimization and fine-tuning.
CVPR 2021 Workshop paper | AUTONUE 2021 : Research Assistant
- organized a domain adaptation challenge for semantic segmentation, contributing to a workshop paper.
- Guided and mentored by Prof. Vineeth N.B. and Prof. C.V. Jawahar
Projects
| Project | Synopsis | Principal Domains |
|---|---|---|
| Guinness world Record : Deduplication, Anomaly Detection, Tampering Detection | checkout blog link for more context | Computer Vision |
| Sentinment Analysis for Support Tickets | implemented a primal ETL, fine-tuned a Language Model (weakly-supervised) over a (psuedo-labelled) stratified subset, inference jobs formed integral part of business analysis crons | Natural Language Processing, Data Engineering |
| Quantum Error Correction Codes | created a framework to test efficacy of qubit allocation strategies for noise-resistant quantum computation | Quantum Computing |
| Tic-Tac-Toe Reinforcement Learning | tested out RL algorithms with random and heuristics based agents | Reinforcement Learning |
| Option Pricing via Monte Carlo Simulations | delved into monte carlo option pricers, while comparing results with conventional stochastic calculus models (Black Scholes) | Stochastic Calculus |
| Secure Multiparty Computation (for Deep Learning) | Survey on how cryptographic techniques are used to maintain secrecy during multiparty computation (neural networks in this case) | Cryptography |
| WDGAF(We Do Give a Figure) | Created plotting DSL using principals of compilers and published it to pip | Compilers |
| Relational Databases and Data Hygeine | Executed complex relational database queries on the imdb movie database; implemented scraping scripts to fetch relevant data | Relational Databases |
| Optimizing scheduling algorithms | researched into tweaks to optimize the scheduling algorithms BOCC, BTO, MVTO | Distributed Computing |
| Musical Chairs: inter-process coms | Simulating a game of musical chairs using modern concurrency constructs from C++11 onwards | Concurrency |
| Chat Room App | created a command line chat room app using principles of socket programming | Computer Networks |
| Custom Deep Learning Framework | created a deep learning library from scratch (axioms being high school math ) | Software Engineering |
| Calculator | wrote C to simulate the finite state machine on an ATmega16U2 (Arduino), designed and soldered the circuit (buttons, display, and the ATMega) on a veroboard, functional with add,mul,sub,div | Electronics |
| 3D-printed pin ball machine | designed the individual components from scratch in CAD and assembled the same (star wars themed - had a millenium falcon) into a functional pin ball setup | Computer Aided Design |
Extracurricular
Teaching Assistance
- Prof. Vineeth N.B. - CS5590 : Foundations of Machine Learning
- Prof Srijith P.K. - AI1100 : Intro to Artificial Intelligence
FitSoc 2021-2022
- Established a fitness community dedicated to supporting college students in balancing their fitness and academic pursuits through a hybrid athleticism approach.
- Organically bootstrapped and grew the community, currently comprising over 200 active members.
Founding Core Member Epoch (The ML club of IIT Hyderabad) - 2019
- Conducted the inaugural session of the club.
- The session centered on exploratory data analysis utilizing key tools and libraries, including Pandas, NumPy, SciPy and matplotlib.
National Service Scheme
- participated in several cleanliness and plantation drives during my time at IIT-Hyderabad
- created several social awareness posters regarding various societal issues
Conferences Attended
This should serve as a quick index into my networking interests during phases of my career
| Conf | When | Where | My Focus and Incentives |
|---|---|---|---|
| NVIDIA AI Summit | October 24-25 2024 | Mumbai, India | Successful LLMs in Prod, Networking |
Education
B.Tech: Indian Institute of Technology Hyderabad (2018-2022)
All India Rank (JEE Advance 2018) - 658
- Major (2018-2022) : Computer Science and Engineering : 9.26/10
- Minor (2020-2022) : Artificial Intelligence : 9.50/10
Further Musings
This is an index into my major deliverables that society might consider to be of relevance. There are several non-incentivised musings and works that I keep myself occupied with: they have been indexed in the ideation buffer
As for my generic incentives, you’d find this recursive-introspective terser composition to be a humble attempt towards expressing the same.